diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49ff66e117a92417e596d63cd65c8c3ac92a7d4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6926, "bytes_utf8": 6926, "lines": 228, "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": 595, "bytes_utf8": 595, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14285, "cached_input_tokens": 13696, "output_tokens": 450, "reasoning_output_tokens": 284}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c7db81388ff05c1c6ce793c7fbddc64cf7d1606f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_05ba2cf205f2eb99", + "api_calls": 0, + "input_tokens": 14285, + "cached_input_tokens": 13696, + "output_tokens": 450, + "total_tokens": 14735, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14414.76, + "sql_execution_elapsed_ms_total": 548.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f0973455571c3bd253170f77f5d04c91355fb1b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/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": "2026-05-19T15:49:24.109747+00:00", + "ended_at": "2026-05-19T15:49:38.524532+00:00", + "elapsed_ms": 14414.76, + "prompt_metrics": { + "chars": 6926, + "bytes_utf8": 6926, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 962, + "bytes_utf8": 962, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 595, + "bytes_utf8": 595, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14285, + "cached_input_tokens": 13696, + "output_tokens": 450, + "reasoning_output_tokens": 284 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce88072b2e64dd9c54d5ce9028fb60f75825ca90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=c5, measure_col=c3.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "c5", + "measure_col": "c3", + "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6074e79b5be7fa54c897cc26f15987e080927e20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-7529-7701-b820-f5263f692773"} +{"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 \\\"c5\\\", SUM(CAST(\\\"c3\\\" AS REAL)) AS group_value\\n FROM \\\"c10\\\"\\n GROUP BY \\\"c5\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"c5\\\", 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\":\"Uses the required Relative-to-Total Extreme Threshold template with group_col=\\\"c5\\\" and measure_col=\\\"c3\\\". CAST is applied because the SQLite schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14285,"cached_input_tokens":13696,"output_tokens":450,"reasoning_output_tokens":284}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ad222f2bbf6232c06f60556b11e61db9b275e8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"c5\", SUM(CAST(\"c3\" AS REAL)) AS group_value\n FROM \"c10\"\n GROUP BY \"c5\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"c5\", 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":"Uses the required Relative-to-Total Extreme Threshold template with group_col=\"c5\" and measure_col=\"c3\". CAST is applied because the SQLite schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..afae2189f660bf8f45c85378d0448a1db25ab8e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6614, "bytes_utf8": 6614, "lines": 231, "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": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14209, "cached_input_tokens": 13696, "output_tokens": 227, "reasoning_output_tokens": 122}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a5a475c7b4072c06502595e8ab604710ebd81f35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_0653c9fa08e673b7", + "api_calls": 0, + "input_tokens": 14209, + "cached_input_tokens": 13696, + "output_tokens": 227, + "total_tokens": 14436, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8095.46, + "sql_execution_elapsed_ms_total": 540.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f516fd2f1fba1d6c8e763e596f8278a7e163bf8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/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": "2026-05-19T16:04:27.127634+00:00", + "ended_at": "2026-05-19T16:04:35.223127+00:00", + "elapsed_ms": 8095.46, + "prompt_metrics": { + "chars": 6614, + "bytes_utf8": 6614, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 705, + "bytes_utf8": 705, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 350, + "bytes_utf8": 350, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14209, + "cached_input_tokens": 13696, + "output_tokens": 227, + "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_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97e116ec56f29dbd591e17621e2b9af807125ed7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=c5, condition_col=s1.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "c5", + "condition_col": "s1", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a63d7ae08a7a001e61be54f4b202a18e1afb91f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-3c74-71b1-ad89-a51cb0e4d2b6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"c5\\\",\\n AVG(CASE WHEN \\\"s1\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c5\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"c5\\\" and condition_col=\\\"s1\\\", using condition_value '2' as bound.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14209,"cached_input_tokens":13696,"output_tokens":227,"reasoning_output_tokens":122}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df30bb0cf79a85ab0f78401f4634b8ac1d5432ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"c5\",\n AVG(CASE WHEN \"s1\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c10\"\nGROUP BY \"c5\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"c5\" and condition_col=\"s1\", using condition_value '2' as bound."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0653c9fa08e673b7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b90065b0a0e1e2512c371c1ea063617b1da6dbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6371, "bytes_utf8": 6371, "lines": 228, "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": 14147, "cached_input_tokens": 0, "output_tokens": 259, "reasoning_output_tokens": 151}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7746e7e9358a5a5152330858fd33c1c7fca56b11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_0c8c55d78fa3d2db", + "api_calls": 0, + "input_tokens": 14147, + "cached_input_tokens": 0, + "output_tokens": 259, + "total_tokens": 14406, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8727.18, + "sql_execution_elapsed_ms_total": 435.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..63ccd2e7edb1236a01921ca10199c778aa016a24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/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": "2026-05-19T15:28:17.978939+00:00", + "ended_at": "2026-05-19T15:28:26.706153+00:00", + "elapsed_ms": 8727.18, + "prompt_metrics": { + "chars": 6371, + "bytes_utf8": 6371, + "lines": 228, + "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": 364, + "bytes_utf8": 364, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14147, + "cached_input_tokens": 0, + "output_tokens": 259, + "reasoning_output_tokens": 151 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bcaad523bf3175ca9a340cd0be99304dd48da0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=s1, measure_col=s1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "s1", + "measure_col": "s1", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a814bf3d0ae97da0fae465b5a5bb23607f6c777 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-2337-7be0-aa17-8c458a729936"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s1\\\", SUM(CAST(\\\"s1\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col=\\\"s1\\\" and measure_col=\\\"s1\\\". CAST is applied because the schema stores \\\"s1\\\" as TEXT, but the measure is numeric-discrete.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14147,"cached_input_tokens":0,"output_tokens":259,"reasoning_output_tokens":151}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49058e631e045193a3553e29c5ffe334f2ebb935 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"s1\", SUM(CAST(\"s1\" AS NUMERIC)) AS total_measure\nFROM \"c10\"\nGROUP BY \"s1\"\nORDER BY total_measure DESC;","notes":"Used the required Grouped Numeric Sum template with group_col=\"s1\" and measure_col=\"s1\". CAST is applied because the schema stores \"s1\" as TEXT, but the measure is numeric-discrete."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7245a78ebe9cd948b7ef315933025ed963467879 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6370, "bytes_utf8": 6370, "lines": 228, "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": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 358, "reasoning_output_tokens": 249}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..223e391a1427f628e3cb05f6f2df24a4ca2580bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_0dacd26d3989c0d0", + "api_calls": 0, + "input_tokens": 14147, + "cached_input_tokens": 12032, + "output_tokens": 358, + "total_tokens": 14505, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9206.92, + "sql_execution_elapsed_ms_total": 568.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eb49f75425daabdf2984cab09a74aabc1d1d1d80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/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": "2026-05-19T15:29:24.889652+00:00", + "ended_at": "2026-05-19T15:29:34.096602+00:00", + "elapsed_ms": 9206.92, + "prompt_metrics": { + "chars": 6370, + "bytes_utf8": 6370, + "lines": 228, + "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": 366, + "bytes_utf8": 366, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14147, + "cached_input_tokens": 12032, + "output_tokens": 358, + "reasoning_output_tokens": 249 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea016c9805de31574be9dfe0255dcce9a02e192e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=c2, measure_col=c2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "c2", + "measure_col": "c2", + "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": 12.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3369826f35fb1dfbcd607efe8fa98cecee01195c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-28a6-7d23-a6d2-87310b1b7b66"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c2\\\", SUM(CAST(\\\"c2\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c2\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the Grouped Numeric Sum template with group_col=\\\"c2\\\" and measure_col=\\\"c2\\\". CAST is used because the schema stores \\\"c2\\\" as TEXT while the field is semantically numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14147,"cached_input_tokens":12032,"output_tokens":358,"reasoning_output_tokens":249}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fee6fa5718c32ca2678b160de4809a7a99a4bf33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"c2\", SUM(CAST(\"c2\" AS INTEGER)) AS \"total_measure\"\nFROM \"c10\"\nGROUP BY \"c2\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the Grouped Numeric Sum template with group_col=\"c2\" and measure_col=\"c2\". CAST is used because the schema stores \"c2\" as TEXT while the field is semantically numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..38edce254aeb7d1c2b05d0d5d4f21d726a4207e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:34.387799+00:00", + "ended_at": "2026-05-19T16:05:37.580682+00:00", + "elapsed_ms": 3192.86, + "returncode": 1, + "prompt_metrics": { + "chars": 6613, + "bytes_utf8": 6613, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d207a20ad334bc9563c8fb4fbfa7bcc7714fabde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/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": "2026-05-19T16:05:38.582969+00:00", + "ended_at": "2026-05-19T16:05:41.941198+00:00", + "elapsed_ms": 3358.15, + "returncode": 1, + "prompt_metrics": { + "chars": 6613, + "bytes_utf8": 6613, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f406ab366afdab638c0ce2f676e386131ef5a8c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=s2, condition_col=s5.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "s2", + "condition_col": "s5", + "condition_value": "4", + "positive_value": "1", + "negative_value": "4", + "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": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f406ab366afdab638c0ce2f676e386131ef5a8c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=s2, condition_col=s5.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "s2", + "condition_col": "s5", + "condition_value": "4", + "positive_value": "1", + "negative_value": "4", + "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": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..979587ad73b8d58644ee7381aa94330b29c00258 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-4332-7323-8e15-6bd80c63e22d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fa9e7fa3b33a317f292b9ed0a494ae95633a523 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-4332-7323-8e15-6bd80c63e22d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6810ae45a64d50d868966fae186130d70fcc2b25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-53a9-7ca3-9107-3e291e8d4a08"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f97f4d082b804c9b98168c2755a5eda7a0ce02e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-53a9-7ca3-9107-3e291e8d4a08"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..670da71a53ae8fc0fad5ce7d172f43d90ef5b46f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6547, "bytes_utf8": 6547, "lines": 228, "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": 14185, "cached_input_tokens": 12032, "output_tokens": 2753, "reasoning_output_tokens": 2057}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f1410bcafda18877c973c57e6d25baf1ff786c61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_1c2a40e4ac188d96", + "api_calls": 0, + "input_tokens": 14185, + "cached_input_tokens": 12032, + "output_tokens": 2753, + "total_tokens": 16938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 39205.71, + "sql_execution_elapsed_ms_total": 4447.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2af53bebad73ea52c959290144e63e5777f8a4c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/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": "2026-05-19T15:59:40.672640+00:00", + "ended_at": "2026-05-19T16:00:19.878389+00:00", + "elapsed_ms": 39205.71, + "prompt_metrics": { + "chars": 6547, + "bytes_utf8": 6547, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2673, + "bytes_utf8": 2673, + "lines": 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": 14185, + "cached_input_tokens": 12032, + "output_tokens": 2753, + "reasoning_output_tokens": 2057 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f96490733652f6b707e0c5b33f6009393c5f561 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=c2, measure_col=c1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "c2", + "measure_col": "c1", + "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": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9bc341878adfbcbdb0cd49c25e6db8770a951f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-dd89-76a2-8b46-15f6ed99a749"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"eligible_groups\\\" AS (\\n SELECT\\n \\\"c2\\\"\\n FROM \\\"c10\\\"\\n WHERE \\\"c2\\\" IS NOT NULL\\n AND \\\"c1\\\" IS NOT NULL\\n GROUP BY \\\"c2\\\"\\n HAVING COUNT(*) >= 5\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n t.\\\"c2\\\",\\n CAST(t.\\\"c1\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY t.\\\"c2\\\"\\n ORDER BY CAST(t.\\\"c1\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY t.\\\"c2\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c10\\\" AS t\\n INNER JOIN \\\"eligible_groups\\\" AS g\\n ON t.\\\"c2\\\" = g.\\\"c2\\\"\\n WHERE t.\\\"c2\\\" IS NOT NULL\\n AND t.\\\"c1\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"c2\\\",\\n \\\"cnt\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lower_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"c2\\\",\\n \\\"pos\\\",\\n \\\"lower_rn\\\",\\n CASE\\n WHEN \\\"pos\\\" > \\\"lower_rn\\\" THEN \\\"lower_rn\\\" + 1\\n ELSE \\\"lower_rn\\\"\\n END AS \\\"upper_rn\\\"\\n FROM \\\"positions\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"c2\\\",\\n b.\\\"pos\\\",\\n b.\\\"lower_rn\\\",\\n b.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"upper_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"bounds\\\" AS b\\n INNER JOIN \\\"ordered\\\" AS o\\n ON o.\\\"c2\\\" = b.\\\"c2\\\"\\n GROUP BY\\n b.\\\"c2\\\",\\n b.\\\"pos\\\",\\n b.\\\"lower_rn\\\",\\n b.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"c2\\\",\\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 \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates PERCENTILE_CONT(0.9) in SQLite using window functions and linear interpolation, grouping by \\\"c2\\\" and casting TEXT measure column \\\"c1\\\" to REAL; filters to groups with at least 5 non-null rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14185,"cached_input_tokens":12032,"output_tokens":2753,"reasoning_output_tokens":2057}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8879cc0cae8d79377936820237db2a7b3692561e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"eligible_groups\" AS (\n SELECT\n \"c2\"\n FROM \"c10\"\n WHERE \"c2\" IS NOT NULL\n AND \"c1\" IS NOT NULL\n GROUP BY \"c2\"\n HAVING COUNT(*) >= 5\n),\n\"ordered\" AS (\n SELECT\n t.\"c2\",\n CAST(t.\"c1\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY t.\"c2\"\n ORDER BY CAST(t.\"c1\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY t.\"c2\"\n ) AS \"cnt\"\n FROM \"c10\" AS t\n INNER JOIN \"eligible_groups\" AS g\n ON t.\"c2\" = g.\"c2\"\n WHERE t.\"c2\" IS NOT NULL\n AND t.\"c1\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"c2\",\n \"cnt\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lower_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n \"c2\",\n \"pos\",\n \"lower_rn\",\n CASE\n WHEN \"pos\" > \"lower_rn\" THEN \"lower_rn\" + 1\n ELSE \"lower_rn\"\n END AS \"upper_rn\"\n FROM \"positions\"\n),\n\"picked\" AS (\n SELECT\n b.\"c2\",\n b.\"pos\",\n b.\"lower_rn\",\n b.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = b.\"lower_rn\" THEN o.\"measure\" END) AS \"lower_val\",\n MAX(CASE WHEN o.\"rn\" = b.\"upper_rn\" THEN o.\"measure\" END) AS \"upper_val\"\n FROM \"bounds\" AS b\n INNER JOIN \"ordered\" AS o\n ON o.\"c2\" = b.\"c2\"\n GROUP BY\n b.\"c2\",\n b.\"pos\",\n b.\"lower_rn\",\n b.\"upper_rn\"\n)\nSELECT\n \"c2\",\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 \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates PERCENTILE_CONT(0.9) in SQLite using window functions and linear interpolation, grouping by \"c2\" and casting TEXT measure column \"c1\" to REAL; filters to groups with at least 5 non-null rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..58e75359e1b342348635aa6d0a1f3cb64e9ceb43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:10.197246+00:00", + "ended_at": "2026-05-19T16:09:13.643550+00:00", + "elapsed_ms": 3446.27, + "returncode": 1, + "prompt_metrics": { + "chars": 6372, + "bytes_utf8": 6372, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..82a399f574144630a0112910b273ab9661e81dbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:14.645371+00:00", + "ended_at": "2026-05-19T16:09:17.801817+00:00", + "elapsed_ms": 3156.41, + "returncode": 1, + "prompt_metrics": { + "chars": 6372, + "bytes_utf8": 6372, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec76794dcb1d57d3881a4bac8f247d3eeee2582c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=c2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "c2", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec76794dcb1d57d3881a4bac8f247d3eeee2582c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=c2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "c2", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..95bea5d8b49fff027a3b391ae83ff1e2fe6061db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8e42-7e33-917d-9c43ab84f6b7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..039689c992f456d933560359b3f38b41ba92bc1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8e42-7e33-917d-9c43ab84f6b7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da59b98f56d9ba1fbe81141b8430e8a4e816ec02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9f90-7e10-b3d3-4255b365b156"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1d6e6a196a8a6ff519ca4d048f8d6dce910c7c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9f90-7e10-b3d3-4255b365b156"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e264f380541ca438795858fdf4af12bdd4a7141 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6371, "bytes_utf8": 6371, "lines": 228, "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": 335, "bytes_utf8": 335, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 278, "reasoning_output_tokens": 175}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b99f40c6bde41ba676feb72c85568dfa60eb0fb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_1ff3bb366da6925c", + "api_calls": 0, + "input_tokens": 14147, + "cached_input_tokens": 12032, + "output_tokens": 278, + "total_tokens": 14425, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11921.86, + "sql_execution_elapsed_ms_total": 449.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4b63d904682dbe932c1741751c4c20f85c69fa80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/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": "2026-05-19T15:31:39.444592+00:00", + "ended_at": "2026-05-19T15:31:51.366488+00:00", + "elapsed_ms": 11921.86, + "prompt_metrics": { + "chars": 6371, + "bytes_utf8": 6371, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 693, + "bytes_utf8": 693, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 335, + "bytes_utf8": 335, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14147, + "cached_input_tokens": 12032, + "output_tokens": 278, + "reasoning_output_tokens": 175 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a6ba781f77bab671b0fb04ed6aea2a785e1b07c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=s5, measure_col=s5.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "s5", + "measure_col": "s5", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2faf42c3a9aecd89e3d229ac8e7f933884bbd5a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-3632-7ed1-9b25-7fbb34be5923"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s5\\\", SUM(CAST(\\\"s5\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s5\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the required Grouped Numeric Sum template with group_col=\\\"s5\\\" and measure_col=\\\"s5\\\". Casted \\\"s5\\\" to NUMERIC because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14147,"cached_input_tokens":12032,"output_tokens":278,"reasoning_output_tokens":175}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..165775cd3c8c69d00a8bb1bb63779bbc906010b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"s5\", SUM(CAST(\"s5\" AS NUMERIC)) AS total_measure\nFROM \"c10\"\nGROUP BY \"s5\"\nORDER BY total_measure DESC;","notes":"Applied the required Grouped Numeric Sum template with group_col=\"s5\" and measure_col=\"s5\". Casted \"s5\" 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_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..417eb290341e807c54f796bf7201ea141cb2bab6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6680, "bytes_utf8": 6680, "lines": 232, "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": 14241, "cached_input_tokens": 12032, "output_tokens": 360, "reasoning_output_tokens": 224}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..76be7120fbb0bf62caf25893aa3ed390f33ba1d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_21d0cdffe96ab64e", + "api_calls": 0, + "input_tokens": 14241, + "cached_input_tokens": 12032, + "output_tokens": 360, + "total_tokens": 14601, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9024.86, + "sql_execution_elapsed_ms_total": 330.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0d9c1c2a7dfee276f1c27062676d08b5f4c69927 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/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": "2026-05-19T15:44:37.123458+00:00", + "ended_at": "2026-05-19T15:44:46.148348+00:00", + "elapsed_ms": 9024.86, + "prompt_metrics": { + "chars": 6680, + "bytes_utf8": 6680, + "lines": 232, + "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": 14241, + "cached_input_tokens": 12032, + "output_tokens": 360, + "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_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59c1a3b1da72c5cafcf0e2f3320a6bfd3d9d0d04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=c4, group_col_2=class.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "c4", + "group_col_2": "class", + "predicate_col": "c4", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfd3de044b6da0f63efdc64aeb0f5ebc0ff6e3a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-13f9-7bf2-a23b-3aa63127edb9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"c4\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"c4\\\" AS REAL) >= 10.0\\nGROUP BY \\\"c4\\\", \\\"class\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"c4\\\", group_col_2=\\\"class\\\", and predicate on \\\"c4\\\" >= 10.0. CAST(\\\"c4\\\" AS REAL) is applied because the schema stores this numeric-discrete field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14241,"cached_input_tokens":12032,"output_tokens":360,"reasoning_output_tokens":224}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..921d6a05b2d0154383cf84af9760a0f6ee41017f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"c4\", \"class\", COUNT(*) AS row_count\nFROM \"c10\"\nWHERE CAST(\"c4\" AS REAL) >= 10.0\nGROUP BY \"c4\", \"class\"\nORDER BY row_count DESC;","notes":"Used the planned filtered two-dimensional group count template with group_col=\"c4\", group_col_2=\"class\", and predicate on \"c4\" >= 10.0. CAST(\"c4\" AS REAL) is applied because the schema stores this numeric-discrete field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e9930ef7c09e4f2ae46ca8f32910266465be7f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6675, "bytes_utf8": 6675, "lines": 232, "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": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14242, "cached_input_tokens": 13696, "output_tokens": 801, "reasoning_output_tokens": 668}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ab9816e1a6da83b61566a0663d62f383670bb0a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_241fa2aa07075b33", + "api_calls": 0, + "input_tokens": 14242, + "cached_input_tokens": 13696, + "output_tokens": 801, + "total_tokens": 15043, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17918.54, + "sql_execution_elapsed_ms_total": 285.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a260b08c4a8d5270aa543454634b3c22cc40a18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/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": "2026-05-19T15:45:25.319258+00:00", + "ended_at": "2026-05-19T15:45:43.237826+00:00", + "elapsed_ms": 17918.54, + "prompt_metrics": { + "chars": 6675, + "bytes_utf8": 6675, + "lines": 232, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 808, + "bytes_utf8": 808, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 429, + "bytes_utf8": 429, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14242, + "cached_input_tokens": 13696, + "output_tokens": 801, + "reasoning_output_tokens": 668 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff4a4530ad0fb85f28121a999a5f8d0552deeb40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=s1, group_col_2=c1.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "s1", + "group_col_2": "c1", + "predicate_col": "s1", + "predicate_op": ">=", + "predicate_value": 3.25, + "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3294414f4234f1585aa62a99cb4b4091340b719e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-d048-7e90-bb56-f7a3c542b90d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"s1\\\", \\\"c1\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"s1\\\" AS REAL) >= 3.25\\nGROUP BY \\\"s1\\\", \\\"c1\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the bound template roles with group_col=\\\"s1\\\", group_col_2=\\\"c1\\\", and predicate_col=\\\"s1\\\". CAST(\\\"s1\\\" AS REAL) preserves numeric comparison semantics because the SQLite schema stores fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14242,"cached_input_tokens":13696,"output_tokens":801,"reasoning_output_tokens":668}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55cef3c7fd602d5b9f839d9351fab9c2796b96a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"s1\", \"c1\", COUNT(*) AS \"row_count\"\nFROM \"c10\"\nWHERE CAST(\"s1\" AS REAL) >= 3.25\nGROUP BY \"s1\", \"c1\"\nORDER BY \"row_count\" DESC;","notes":"Uses the bound template roles with group_col=\"s1\", group_col_2=\"c1\", and predicate_col=\"s1\". CAST(\"s1\" AS REAL) preserves numeric comparison semantics because the SQLite schema stores fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d3ee2606a0fac0e0afea011f11069d1f1e3edb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6552, "bytes_utf8": 6552, "lines": 228, "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": 1478, "bytes_utf8": 1478, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 12032, "output_tokens": 3418, "reasoning_output_tokens": 2885}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..399e05e93d4648e611e575a93a082df46e8cceb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_24cef9fa609aba4a", + "api_calls": 0, + "input_tokens": 14185, + "cached_input_tokens": 12032, + "output_tokens": 3418, + "total_tokens": 17603, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 49292.12, + "sql_execution_elapsed_ms_total": 3484.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f708153b5ca13f445bc2f399fc71e4f3db30c100 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/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": "2026-05-19T16:00:24.344478+00:00", + "ended_at": "2026-05-19T16:01:13.636625+00:00", + "elapsed_ms": 49292.12, + "prompt_metrics": { + "chars": 6552, + "bytes_utf8": 6552, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2044, + "bytes_utf8": 2044, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1478, + "bytes_utf8": 1478, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14185, + "cached_input_tokens": 12032, + "output_tokens": 3418, + "reasoning_output_tokens": 2885 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87ce1bd61e355bc57c53ec8281a3a0c52331e431 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=c2, measure_col=c1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "c2", + "measure_col": "c1", + "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": 7.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a383700e8943429e4e14d7d3a0abe042d8c25a83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-8827-7c01-8f60-ff31efffbcd2"} +{"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 \\\"c2\\\",\\n CAST(\\\"c1\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"c2\\\"\\n ORDER BY CAST(\\\"c1\\\" AS REAL)\\n ) AS \\\"rn\\\"\\n FROM \\\"c10\\\"\\n),\\n\\\"group_counts\\\" AS (\\n SELECT\\n \\\"c2\\\",\\n COUNT(*) AS \\\"cnt\\\"\\n FROM \\\"c10\\\"\\n GROUP BY \\\"c2\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"c2\\\",\\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) + CASE\\n WHEN 1.0 + (0.95 * (\\\"cnt\\\" - 1)) > CAST(1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"group_counts\\\"\\n)\\nSELECT\\n b.\\\"c2\\\",\\n CASE\\n WHEN b.\\\"lower_rn\\\" = b.\\\"upper_rn\\\" THEN l.\\\"measure_value\\\"\\n ELSE l.\\\"measure_value\\\" + (b.\\\"pos\\\" - b.\\\"lower_rn\\\") * (u.\\\"measure_value\\\" - l.\\\"measure_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\" AS b\\nJOIN \\\"ranked\\\" AS l\\n ON l.\\\"c2\\\" = b.\\\"c2\\\"\\n AND l.\\\"rn\\\" = b.\\\"lower_rn\\\"\\nJOIN \\\"ranked\\\" AS u\\n ON u.\\\"c2\\\" = b.\\\"c2\\\"\\n AND u.\\\"rn\\\" = b.\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates grouped PERCENTILE_CONT(0.95) for \\\"c1\\\" within each \\\"c2\\\" group using ordered ranks and linear interpolation. \\\"c1\\\" is cast from TEXT to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14185,"cached_input_tokens":12032,"output_tokens":3418,"reasoning_output_tokens":2885}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a518cd32b4f4b1bbbd09a72932cf75aa6a7ffc0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"c2\",\n CAST(\"c1\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"c2\"\n ORDER BY CAST(\"c1\" AS REAL)\n ) AS \"rn\"\n FROM \"c10\"\n),\n\"group_counts\" AS (\n SELECT\n \"c2\",\n COUNT(*) AS \"cnt\"\n FROM \"c10\"\n GROUP BY \"c2\"\n),\n\"bounds\" AS (\n SELECT\n \"c2\",\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) + CASE\n WHEN 1.0 + (0.95 * (\"cnt\" - 1)) > CAST(1.0 + (0.95 * (\"cnt\" - 1)) AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_rn\"\n FROM \"group_counts\"\n)\nSELECT\n b.\"c2\",\n CASE\n WHEN b.\"lower_rn\" = b.\"upper_rn\" THEN l.\"measure_value\"\n ELSE l.\"measure_value\" + (b.\"pos\" - b.\"lower_rn\") * (u.\"measure_value\" - l.\"measure_value\")\n END AS \"percentile_measure\"\nFROM \"bounds\" AS b\nJOIN \"ranked\" AS l\n ON l.\"c2\" = b.\"c2\"\n AND l.\"rn\" = b.\"lower_rn\"\nJOIN \"ranked\" AS u\n ON u.\"c2\" = b.\"c2\"\n AND u.\"rn\" = b.\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates grouped PERCENTILE_CONT(0.95) for \"c1\" within each \"c2\" group using ordered ranks and linear interpolation. \"c1\" is cast from TEXT 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_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2f0bcef57c457a31133e0fa945fc91e17dd0276 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6292, "bytes_utf8": 6292, "lines": 226, "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": 273, "bytes_utf8": 273, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14121, "cached_input_tokens": 13696, "output_tokens": 187, "reasoning_output_tokens": 107}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e8afcbfe6a2b5e6439cc1f470ff9453e0e07dc06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_2af1723933139815", + "api_calls": 0, + "input_tokens": 14121, + "cached_input_tokens": 13696, + "output_tokens": 187, + "total_tokens": 14308, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13217.97, + "sql_execution_elapsed_ms_total": 401.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ac999654f42b01cfc2bb2cd024ff9325b0eaf92f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/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": "2026-05-19T15:33:42.423877+00:00", + "ended_at": "2026-05-19T15:33:55.641885+00:00", + "elapsed_ms": 13217.97, + "prompt_metrics": { + "chars": 6292, + "bytes_utf8": 6292, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 956, + "bytes_utf8": 956, + "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": 273, + "bytes_utf8": 273, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14121, + "cached_input_tokens": 13696, + "output_tokens": 187, + "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_a/c10/artifacts/v2q_c10_2af1723933139815/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b252617fe836ee15c5ff2dce126557fe017df98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=s5.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "s5", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_2af1723933139815/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d49cc240bf9bdc36d1ab11e9b168527694cc35b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40df-16bc-7c70-b2fe-3b4a74851fb1"} +{"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 14756. Please try again in 442ms. 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 \\\"s5\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s5\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided Grouped Count by Category template with group_col bound to \\\"s5\\\" on the single table \\\"c10\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14121,"cached_input_tokens":13696,"output_tokens":187,"reasoning_output_tokens":107}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e34bc2e37321bc1dd876c6c7d50df7fe0a3654d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"s5\", COUNT(*) AS row_count\nFROM \"c10\"\nGROUP BY \"s5\"\nORDER BY row_count DESC;","notes":"Applied the provided Grouped Count by Category template with group_col bound to \"s5\" on the single table \"c10\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22e81082e101136879958f6105ee4e158adcb0fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6607, "bytes_utf8": 6607, "lines": 231, "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": 295, "bytes_utf8": 295, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14208, "cached_input_tokens": 12032, "output_tokens": 333, "reasoning_output_tokens": 236}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c912dcbb526a557b62a485f132f7926d173bce4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_309f0fdbdc548d7e", + "api_calls": 0, + "input_tokens": 14208, + "cached_input_tokens": 12032, + "output_tokens": 333, + "total_tokens": 14541, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9067.99, + "sql_execution_elapsed_ms_total": 492.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..314a80d972b3149eadd4465f01ed8faeb8ecb2bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/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": "2026-05-19T16:04:50.805704+00:00", + "ended_at": "2026-05-19T16:04:59.873720+00:00", + "elapsed_ms": 9067.99, + "prompt_metrics": { + "chars": 6607, + "bytes_utf8": 6607, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 650, + "bytes_utf8": 650, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 295, + "bytes_utf8": 295, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14208, + "cached_input_tokens": 12032, + "output_tokens": 333, + "reasoning_output_tokens": 236 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f0055a48ff24955d155857c7aa31977bc33a3da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=s1, condition_col=s3.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "s1", + "condition_col": "s3", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..df46e292735b9bf31b2c8236efaae59330ca4e91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-990c-7fc2-b061-0f8c2754ba43"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"s1\\\",\\n AVG(CASE WHEN \\\"s3\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Grouped condition rate by \\\"s1\\\", measuring the share of rows where \\\"s3\\\" = '2'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14208,"cached_input_tokens":12032,"output_tokens":333,"reasoning_output_tokens":236}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..461d13d9c0a3c14f5b636e833c6376fdc06d23fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"s1\",\n AVG(CASE WHEN \"s3\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c10\"\nGROUP BY \"s1\"\nORDER BY condition_rate DESC;","notes":"Grouped condition rate by \"s1\", measuring the share of rows where \"s3\" = '2'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2aecb18eea5a287033ffa9a1d24858c303fa4711 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:23.125664+00:00", + "ended_at": "2026-05-19T16:12:26.216524+00:00", + "elapsed_ms": 3090.83, + "returncode": 1, + "prompt_metrics": { + "chars": 6457, + "bytes_utf8": 6457, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..84027add8f51e41db9d1835ec2ebfeeb28927def --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:27.218643+00:00", + "ended_at": "2026-05-19T16:12:31.023178+00:00", + "elapsed_ms": 3804.49, + "returncode": 1, + "prompt_metrics": { + "chars": 6457, + "bytes_utf8": 6457, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd0e584ddae2409a50be9274df4b5f30fda50bdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=s5, measure_col=s1.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "s5", + "measure_col": "s1", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd0e584ddae2409a50be9274df4b5f30fda50bdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=s5, measure_col=s1.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "s5", + "measure_col": "s1", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b26285ca174b1a274cfe567b49233fbbd7a9379 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-7fdb-7c61-8293-99acd3c40738"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf775b62879c18323c0a7a8e17c884f08c8ee7ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-7fdb-7c61-8293-99acd3c40738"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..982b90357d4e1bbedd708ba02420b797a85ba7ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-8fe9-7953-8fb8-18e3cc2d155d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..93cc91b50a647027407c9d2af65ef073c15a9830 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-8fe9-7953-8fb8-18e3cc2d155d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_343d3d177c7a9211/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52c3102d831aa8aa42335ef9eba57b00ca8dbb4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6777, "bytes_utf8": 6777, "lines": 230, "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": 524, "bytes_utf8": 524, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14266, "cached_input_tokens": 13696, "output_tokens": 602, "reasoning_output_tokens": 429}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..71e802a0b687060b4d11ef404f5ca32c65bad047 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_3b0e3f38ad47b65b", + "api_calls": 0, + "input_tokens": 14266, + "cached_input_tokens": 13696, + "output_tokens": 602, + "total_tokens": 14868, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11836.75, + "sql_execution_elapsed_ms_total": 948.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4b6483f6889536654f17a52bbdb4e1ddc42b1e76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/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": "2026-05-19T15:38:39.501152+00:00", + "ended_at": "2026-05-19T15:38:51.337944+00:00", + "elapsed_ms": 11836.75, + "prompt_metrics": { + "chars": 6777, + "bytes_utf8": 6777, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 910, + "bytes_utf8": 910, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 524, + "bytes_utf8": 524, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14266, + "cached_input_tokens": 13696, + "output_tokens": 602, + "reasoning_output_tokens": 429 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba32a54324bd879deda8ecd651a4cd54bac6f940 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=c4, measure_col=c5.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "c4", + "measure_col": "c5", + "item_col": "s5", + "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": 9.92, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64662310e27a7fdec0ea8eb5dce1e378ef5f504e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-9f07-77c3-a3f5-af79440357ce"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"c4\\\",\\n \\\"s5\\\",\\n SUM(CAST(\\\"c5\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"c5\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"c5\\\" AS REAL))) OVER (PARTITION BY \\\"c4\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c4\\\", \\\"s5\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"c4\\\", item_col=\\\"s5\\\", and measure_col=\\\"c5\\\". CAST is used because \\\"c5\\\" is stored as TEXT in the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14266,"cached_input_tokens":13696,"output_tokens":602,"reasoning_output_tokens":429}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48a73a04420cbabdbf55510e132788cdfb2dbd46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"c4\",\n \"s5\",\n SUM(CAST(\"c5\" AS REAL)) AS total_measure,\n SUM(CAST(\"c5\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"c5\" AS REAL))) OVER (PARTITION BY \"c4\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"c4\", \"s5\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"c4\", item_col=\"s5\", and measure_col=\"c5\". CAST is used because \"c5\" 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_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86c5fef950f823233e779fe069a02eedd59b60b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6928, "bytes_utf8": 6928, "lines": 228, "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": 660, "bytes_utf8": 660, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14285, "cached_input_tokens": 13696, "output_tokens": 610, "reasoning_output_tokens": 410}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4295f554d7424fdf949e513ad288801b021cfd9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_3d42a0a98fd62b6c", + "api_calls": 0, + "input_tokens": 14285, + "cached_input_tokens": 13696, + "output_tokens": 610, + "total_tokens": 14895, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11466.57, + "sql_execution_elapsed_ms_total": 533.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f5eec90b54526313a95dedda9806b8b7e7447711 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/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": "2026-05-19T15:51:49.896355+00:00", + "ended_at": "2026-05-19T15:52:01.362955+00:00", + "elapsed_ms": 11466.57, + "prompt_metrics": { + "chars": 6928, + "bytes_utf8": 6928, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1079, + "bytes_utf8": 1079, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 660, + "bytes_utf8": 660, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14285, + "cached_input_tokens": 13696, + "output_tokens": 610, + "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_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c06c46328d1e1eda344d11302edc3a73df59c3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=c2, measure_col=s1.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "c2", + "measure_col": "s1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..45c89a23b64fc732857b0ba872451b68ebaac293 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-aebc-7ca1-adee-55d19c8360f1"} +{"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 \\\"c2\\\", SUM(CAST(\\\"s1\\\" AS NUMERIC)) AS \\\"group_value\\\"\\n FROM \\\"c10\\\"\\n GROUP BY \\\"c2\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"c2\\\", 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 Relative-to-Total Extreme Threshold template with group_col=\\\"c2\\\" and measure_col=\\\"s1\\\". CAST(\\\"s1\\\" AS NUMERIC) is used because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14285,"cached_input_tokens":13696,"output_tokens":610,"reasoning_output_tokens":410}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14df0d9ea5b8363254960cda2791c2052fc48dfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"c2\", SUM(CAST(\"s1\" AS NUMERIC)) AS \"group_value\"\n FROM \"c10\"\n GROUP BY \"c2\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"c2\", 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 Relative-to-Total Extreme Threshold template with group_col=\"c2\" and measure_col=\"s1\". CAST(\"s1\" AS NUMERIC) is 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_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7f3ca2bd7bd503194581df10d35aacba4574fdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6372, "bytes_utf8": 6372, "lines": 228, "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": 14147, "cached_input_tokens": 4480, "output_tokens": 260, "reasoning_output_tokens": 160}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9268e90cfffbeb159c0ed149b7eaf839acb6d4f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_4341a2823d283504", + "api_calls": 0, + "input_tokens": 14147, + "cached_input_tokens": 4480, + "output_tokens": 260, + "total_tokens": 14407, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7713.48, + "sql_execution_elapsed_ms_total": 438.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b915590e05c0ec6eee114758c7d7f61f7b46759b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/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": "2026-05-19T15:28:27.157159+00:00", + "ended_at": "2026-05-19T15:28:34.870672+00:00", + "elapsed_ms": 7713.48, + "prompt_metrics": { + "chars": 6372, + "bytes_utf8": 6372, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 694, + "bytes_utf8": 694, + "lines": 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": 14147, + "cached_input_tokens": 4480, + "output_tokens": 260, + "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_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da7d9325ace4f6c0d8928551f9077f39cc5ef275 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=s1, measure_col=s1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "s1", + "measure_col": "s1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad6a1f062ad3c7b40afe3b82fc87cf7a2ccdfbd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-4734-7850-b02e-7375cbbed41d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s1\\\", SUM(CAST(\\\"s1\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"s1\\\" and measure_col=\\\"s1\\\". CAST was added because the schema stores these fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14147,"cached_input_tokens":4480,"output_tokens":260,"reasoning_output_tokens":160}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e713c83f9c590067fb495fbc3bffa55dc9369fe3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"s1\", SUM(CAST(\"s1\" AS NUMERIC)) AS total_measure\nFROM \"c10\"\nGROUP BY \"s1\"\nORDER BY total_measure DESC;","notes":"Used the planned Grouped Numeric Sum template with group_col=\"s1\" and measure_col=\"s1\". CAST was added because the schema stores these fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4341a2823d283504/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1da6553d150806a8493b235773701da07a872e29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:11.760726+00:00", + "ended_at": "2026-05-19T16:10:14.414032+00:00", + "elapsed_ms": 2653.23, + "returncode": 1, + "prompt_metrics": { + "chars": 6374, + "bytes_utf8": 6374, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f51236f65c6f25a9b902b77620f92238c63e4fea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:15.416336+00:00", + "ended_at": "2026-05-19T16:10:18.766912+00:00", + "elapsed_ms": 3350.53, + "returncode": 1, + "prompt_metrics": { + "chars": 6374, + "bytes_utf8": 6374, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e4d7cc8a92082168743e169900bc59372e4c0cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=s4.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "s4", + "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e4d7cc8a92082168743e169900bc59372e4c0cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=s4.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "s4", + "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..514ab6719c34b0b6537f6b22f68fb2f02d6080c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-7ea5-7d82-a60e-f792f7243d86"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85b55c2fe4912ba581d1d8da30834346da93b8fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-7ea5-7d82-a60e-f792f7243d86"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f932d2fe48dc9dde1b24703c336be9f0849a170d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-8d04-7692-9d49-caebaa181822"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0e26f9ed0e8ae5165e72933378b264960181646 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-8d04-7692-9d49-caebaa181822"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f136cb3f97d5ab7e267f531d0d8ecfe407b890ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7177, "bytes_utf8": 7177, "lines": 231, "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": 722, "bytes_utf8": 722, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14356, "cached_input_tokens": 13696, "output_tokens": 672, "reasoning_output_tokens": 465}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..172355fe59aaba64716a79a51ed6c0e28c4fd556 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_464ba098ace50b39", + "api_calls": 0, + "input_tokens": 14356, + "cached_input_tokens": 13696, + "output_tokens": 672, + "total_tokens": 15028, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14863.56, + "sql_execution_elapsed_ms_total": 593.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b1a6f441266b62002942fe4706867cd0e5ded4da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/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": "2026-05-19T15:42:37.356376+00:00", + "ended_at": "2026-05-19T15:42:52.219962+00:00", + "elapsed_ms": 14863.56, + "prompt_metrics": { + "chars": 7177, + "bytes_utf8": 7177, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1099, + "bytes_utf8": 1099, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 722, + "bytes_utf8": 722, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14356, + "cached_input_tokens": 13696, + "output_tokens": 672, + "reasoning_output_tokens": 465 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd3057e6cc40057c8d02882dab1e2fd6e47488da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=c4, condition_col=s4.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "c4", + "condition_col": "s4", + "condition_value": "2", + "positive_value": "2", + "negative_value": "4", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8406f8f12c4cc702d4664e55ef9eacc268be8a99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-4048-75e3-bd46-b761a2f2b50f"} +{"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 \\\"c4\\\",\\n SUM(CASE WHEN \\\"s4\\\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"s4\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c10\\\"\\n GROUP BY \\\"c4\\\"\\n)\\nSELECT \\\"c4\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the requested grouped ratio template with group_col=\\\"c4\\\" and condition_col=\\\"s4\\\", comparing \\\"s4\\\"='2' against \\\"s4\\\"='4'. Values are quoted as text because the SQLite schema stores these columns as TEXT; groups with no '4' rows return NULL for the ratio.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14356,"cached_input_tokens":13696,"output_tokens":672,"reasoning_output_tokens":465}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d96bfaa24281bf5d098215a471513034620da59a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"c4\",\n SUM(CASE WHEN \"s4\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"s4\" = '4' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c10\"\n GROUP BY \"c4\"\n)\nSELECT \"c4\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the requested grouped ratio template with group_col=\"c4\" and condition_col=\"s4\", comparing \"s4\"='2' against \"s4\"='4'. Values are quoted as text because the SQLite schema stores these columns as TEXT; groups with no '4' rows return NULL for the ratio."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_464ba098ace50b39/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2bda4115a25df17fa16272119bcd69548a327716 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6373, "bytes_utf8": 6373, "lines": 228, "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": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 455, "reasoning_output_tokens": 353}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..37aa6bb7eb5a5f2e562ad8964931359f47bf21c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_47b5b60a6dc48cfa", + "api_calls": 0, + "input_tokens": 14147, + "cached_input_tokens": 12032, + "output_tokens": 455, + "total_tokens": 14602, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10724.84, + "sql_execution_elapsed_ms_total": 505.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6366a7480e075805b1cccb4aab5cbb64ff18a8ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/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": "2026-05-19T15:30:38.524698+00:00", + "ended_at": "2026-05-19T15:30:49.249568+00:00", + "elapsed_ms": 10724.84, + "prompt_metrics": { + "chars": 6373, + "bytes_utf8": 6373, + "lines": 228, + "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": 345, + "bytes_utf8": 345, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14147, + "cached_input_tokens": 12032, + "output_tokens": 455, + "reasoning_output_tokens": 353 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f514baa9a9dc3ce10c3a27a51bf15ff507fef35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=c3, measure_col=c3.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "c3", + "measure_col": "c3", + "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": 8.92, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10bc5e384cf9f7cd2fbf98233beb54f22c73fcfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-4851-7993-bf72-b8015fccd78b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c3\\\", SUM(CAST(\\\"c3\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c3\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col and measure_col both bound to \\\"c3\\\". CAST is added because \\\"c3\\\" is stored as TEXT in the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14147,"cached_input_tokens":12032,"output_tokens":455,"reasoning_output_tokens":353}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c47af7b25cf90f8b57d9eb59529a0ed9006473e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"c3\", SUM(CAST(\"c3\" AS NUMERIC)) AS total_measure\nFROM \"c10\"\nGROUP BY \"c3\"\nORDER BY total_measure DESC;","notes":"Used the provided Grouped Numeric Sum template with group_col and measure_col both bound to \"c3\". CAST is added because \"c3\" 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_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..17bab0c27fdc285a089d2e4b738679fc83543e33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6675, "bytes_utf8": 6675, "lines": 232, "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": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14242, "cached_input_tokens": 12032, "output_tokens": 435, "reasoning_output_tokens": 307}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6783073113de77de244d3d50355c3c30ba5325d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_489ba2d451cb96ec", + "api_calls": 0, + "input_tokens": 14242, + "cached_input_tokens": 12032, + "output_tokens": 435, + "total_tokens": 14677, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9975.0, + "sql_execution_elapsed_ms_total": 402.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1cb522454475682779c1cf78c6ed4f6599d0b4ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/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": "2026-05-19T15:45:43.541112+00:00", + "ended_at": "2026-05-19T15:45:53.516136+00:00", + "elapsed_ms": 9975.0, + "prompt_metrics": { + "chars": 6675, + "bytes_utf8": 6675, + "lines": 232, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 791, + "bytes_utf8": 791, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 416, + "bytes_utf8": 416, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14242, + "cached_input_tokens": 12032, + "output_tokens": 435, + "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_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f121ff95c87a94d417bcf99cbf33df73ff627ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=s1, group_col_2=s2.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "s1", + "group_col_2": "s2", + "predicate_col": "c1", + "predicate_op": ">=", + "predicate_value": 9.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe6eb3057ef5e8c05f524538a0a7122dd3baa217 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-1789-79b1-b456-5959c650ad41"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"s1\\\", \\\"s2\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"c1\\\" AS REAL) >= 9.0\\nGROUP BY \\\"s1\\\", \\\"s2\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"s1\\\", group_col_2=\\\"s2\\\", and predicate_col=\\\"c1\\\". CAST is applied because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14242,"cached_input_tokens":12032,"output_tokens":435,"reasoning_output_tokens":307}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c7861eacb0e4e78fcf8229a8b725098f0752672 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"s1\", \"s2\", COUNT(*) AS \"row_count\"\nFROM \"c10\"\nWHERE CAST(\"c1\" AS REAL) >= 9.0\nGROUP BY \"s1\", \"s2\"\nORDER BY \"row_count\" DESC;","notes":"Used the planned filtered two-dimensional group count template with group_col=\"s1\", group_col_2=\"s2\", and predicate_col=\"c1\". CAST is applied 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_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_489ba2d451cb96ec/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b15d7964d4b9ce57bf6792075dff1b014871ccab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6925, "bytes_utf8": 6925, "lines": 228, "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": 645, "bytes_utf8": 645, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14283, "cached_input_tokens": 13696, "output_tokens": 575, "reasoning_output_tokens": 374}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..35483986d429e1d1a88beee5f4b8c3f97c165cd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_4e32484374bab499", + "api_calls": 0, + "input_tokens": 14283, + "cached_input_tokens": 13696, + "output_tokens": 575, + "total_tokens": 14858, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16434.77, + "sql_execution_elapsed_ms_total": 613.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4b192b0c628a74a22713b9473e23ba697ccbd033 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:40.829980+00:00", + "ended_at": "2026-05-19T15:50:57.264795+00:00", + "elapsed_ms": 16434.77, + "prompt_metrics": { + "chars": 6925, + "bytes_utf8": 6925, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1397, + "bytes_utf8": 1397, + "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": 645, + "bytes_utf8": 645, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14283, + "cached_input_tokens": 13696, + "output_tokens": 575, + "reasoning_output_tokens": 374 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d550b85f8a7e067bf1749ed28c8f7dfde1ac9c95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=c1, measure_col=s5.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "c1", + "measure_col": "s5", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ab554b3b761b65b715be09d2acc3c5c05be3da1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ee-a0fb-7cb3-9008-0dccb9793177"} +{"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 14918. Please try again in 447ms. 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 \\\"c1\\\", SUM(CAST(\\\"s5\\\" AS NUMERIC)) AS \\\"group_value\\\"\\n FROM \\\"c10\\\"\\n GROUP BY \\\"c1\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"c1\\\", 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=\\\"c1\\\", measure_col=\\\"s5\\\", and fraction_threshold=0.1. Cast \\\"s5\\\" to NUMERIC because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14283,"cached_input_tokens":13696,"output_tokens":575,"reasoning_output_tokens":374}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..25ec526f5648d308f4da303eacd37ceae389861a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"c1\", SUM(CAST(\"s5\" AS NUMERIC)) AS \"group_value\"\n FROM \"c10\"\n GROUP BY \"c1\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"c1\", 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=\"c1\", measure_col=\"s5\", and fraction_threshold=0.1. Cast \"s5\" 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_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a5c4d129a187af795c8c963534a6c9a8bd7c2e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6554, "bytes_utf8": 6554, "lines": 228, "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": 14184, "cached_input_tokens": 12032, "output_tokens": 1230, "reasoning_output_tokens": 1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0549489acf08148f9c50785562e523df64c68adb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_5215d0692ddd57b7", + "api_calls": 0, + "input_tokens": 14184, + "cached_input_tokens": 12032, + "output_tokens": 1230, + "total_tokens": 15414, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21718.85, + "sql_execution_elapsed_ms_total": 1766.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e7a8aa4e169bfb79f23b628d53ef60851dd11d00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/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": "2026-05-19T15:55:34.519635+00:00", + "ended_at": "2026-05-19T15:55:56.238510+00:00", + "elapsed_ms": 21718.85, + "prompt_metrics": { + "chars": 6554, + "bytes_utf8": 6554, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1061, + "bytes_utf8": 1061, + "lines": 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": 14184, + "cached_input_tokens": 12032, + "output_tokens": 1230, + "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_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20b32b2ba5e66998475556afc1b0a069e8d63793 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, measure_col=c4.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "class", + "measure_col": "c4", + "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9eadca06f82465b98b5d830904fdb6eba1c00a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-1beb-7aa0-abcb-988a24bd1433"} +{"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 \\\"class\\\",\\n CAST(\\\"c4\\\" AS REAL) AS \\\"measure\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"class\\\"\\n ORDER BY CAST(\\\"c4\\\" AS REAL)\\n ) AS \\\"cume_dist_value\\\"\\n FROM \\\"c10\\\"\\n)\\nSELECT\\n \\\"class\\\",\\n MIN(\\\"measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cume_dist_value\\\" >= 0.9\\nGROUP BY \\\"class\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST to return the smallest casted numeric \\\"c4\\\" value at or above the 90th percentile within each \\\"class\\\" group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14184,"cached_input_tokens":12032,"output_tokens":1230,"reasoning_output_tokens":1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44b52f4ace12b9fa0eec38b2cc4298db8261bd96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"class\",\n CAST(\"c4\" AS REAL) AS \"measure\",\n CUME_DIST() OVER (\n PARTITION BY \"class\"\n ORDER BY CAST(\"c4\" AS REAL)\n ) AS \"cume_dist_value\"\n FROM \"c10\"\n)\nSELECT\n \"class\",\n MIN(\"measure\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cume_dist_value\" >= 0.9\nGROUP BY \"class\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST to return the smallest casted numeric \"c4\" value at or above the 90th percentile within each \"class\" group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5215d0692ddd57b7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7b2928a3133032d048410aaaf107e545dccbc13a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:32.279056+00:00", + "ended_at": "2026-05-19T16:11:36.278275+00:00", + "elapsed_ms": 3999.19, + "returncode": 1, + "prompt_metrics": { + "chars": 6452, + "bytes_utf8": 6452, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b5b196db534053396cafe393164a54c358477e50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:37.280166+00:00", + "ended_at": "2026-05-19T16:11:42.776892+00:00", + "elapsed_ms": 5496.69, + "returncode": 1, + "prompt_metrics": { + "chars": 6452, + "bytes_utf8": 6452, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18a349a8d8fa9178b43a12332a996b48fe57dc1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=c3, measure_col=c4.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "c3", + "measure_col": "c4", + "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..18a349a8d8fa9178b43a12332a996b48fe57dc1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=c3, measure_col=c4.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "c3", + "measure_col": "c4", + "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d9e9573f85a77152d75dc6a19a6066531432b18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-b946-7cc2-aa5f-778ab8522118"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..691cbdbc39a2c2ee02caf4cc5406b994a9ff69b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-b946-7cc2-aa5f-778ab8522118"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..16834915c603845d83ae19a54a490e2d235fc052 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-cd20-7710-a931-7e9cdee419fa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..11c701ca1f11146c5c42e821bb80e6fa0e8ab480 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-cd20-7710-a931-7e9cdee419fa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48f807195cb18db6c34aafd4b6ce4d2f54dc1784 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6927, "bytes_utf8": 6927, "lines": 228, "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": 618, "bytes_utf8": 618, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14283, "cached_input_tokens": 13696, "output_tokens": 427, "reasoning_output_tokens": 251}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d9d047efa0ed299a3ad59f4d3e205c299704251b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_5c61f4a44f06e53b", + "api_calls": 0, + "input_tokens": 14283, + "cached_input_tokens": 13696, + "output_tokens": 427, + "total_tokens": 14710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9066.41, + "sql_execution_elapsed_ms_total": 484.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fdc2f78baa0e26533818c527d08920dc3a623173 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:13.360394+00:00", + "ended_at": "2026-05-19T15:52:22.426840+00:00", + "elapsed_ms": 9066.41, + "prompt_metrics": { + "chars": 6927, + "bytes_utf8": 6927, + "lines": 228, + "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": 618, + "bytes_utf8": 618, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14283, + "cached_input_tokens": 13696, + "output_tokens": 427, + "reasoning_output_tokens": 251 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52eb9d18fa4f2e6f7d70405b41a30ce863047eed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=s3, measure_col=c1.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "s3", + "measure_col": "c1", + "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": 7.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..329177b14a503911bceaf3e16148bbb7a09d90b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-0a4d-79f0-9dbb-5a2191992794"} +{"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 \\\"s3\\\", SUM(CAST(\\\"c1\\\" AS NUMERIC)) AS group_value\\n FROM \\\"c10\\\"\\n GROUP BY \\\"s3\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"s3\\\", 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=\\\"s3\\\", measure_col=\\\"c1\\\", and fraction_threshold=0.05. Cast \\\"c1\\\" to NUMERIC because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14283,"cached_input_tokens":13696,"output_tokens":427,"reasoning_output_tokens":251}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..897c8d5e6310eae2edd1d2a71a8766c2abec11d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"s3\", SUM(CAST(\"c1\" AS NUMERIC)) AS group_value\n FROM \"c10\"\n GROUP BY \"s3\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"s3\", 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=\"s3\", measure_col=\"c1\", and fraction_threshold=0.05. Cast \"c1\" 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_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c4aa8c42a6ed7b7074310ab83e55609204183a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6554, "bytes_utf8": 6554, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14201, "cached_input_tokens": 13696, "output_tokens": 436, "reasoning_output_tokens": 304}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ec32548678c14081a7a065389384bf359b311567 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_5f1d69c75ae94f14", + "api_calls": 0, + "input_tokens": 14201, + "cached_input_tokens": 13696, + "output_tokens": 436, + "total_tokens": 14637, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10519.62, + "sql_execution_elapsed_ms_total": 1423.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4aca24959db35e20d2c6a3b4ca7d053778c6039c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/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": "2026-05-19T15:46:56.125814+00:00", + "ended_at": "2026-05-19T15:47:06.645477+00:00", + "elapsed_ms": 10519.62, + "prompt_metrics": { + "chars": 6554, + "bytes_utf8": 6554, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 825, + "bytes_utf8": 825, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 466, + "bytes_utf8": 466, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14201, + "cached_input_tokens": 13696, + "output_tokens": 436, + "reasoning_output_tokens": 304 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c8543e2b9bef2c70caceaf55f521bfdfbaa9190 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=s3.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "s3", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..295d221c2c73bbf2d7740ee596dff914d2f3182d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-331c-7530-955e-552220168207"} +{"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 \\\"s3\\\",\\n NTILE(10) OVER (ORDER BY \\\"s3\\\" DESC) AS tail_bucket\\n FROM \\\"c10\\\"\\n)\\nSELECT \\\"s3\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"s3\\\" DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to \\\"s3\\\" and num_tiles fixed at 10. Identifiers are double-quoted and the query remains a single SQLite-compatible SELECT statement.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14201,"cached_input_tokens":13696,"output_tokens":436,"reasoning_output_tokens":304}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dd7a53b4523dfdfd66cc19ad9ea154106f4e9f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"s3\",\n NTILE(10) OVER (ORDER BY \"s3\" DESC) AS tail_bucket\n FROM \"c10\"\n)\nSELECT \"s3\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"s3\" DESC;","notes":"Used the provided Quantile Tail Slice template with measure_col bound to \"s3\" and num_tiles fixed at 10. Identifiers are double-quoted and the query remains a single SQLite-compatible SELECT statement."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32ee75ea293cd2e40bafb5c9039a23d163204d02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 228, "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": 6550, "bytes_utf8": 6550, "lines": 228, "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": 770, "bytes_utf8": 770, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 13696, "output_tokens": 758, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..43b087fbb359a5d29a825312be975c77bc5956b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_612587ba80d4dda7", + "api_calls": 0, + "input_tokens": 14185, + "cached_input_tokens": 13696, + "output_tokens": 758, + "total_tokens": 14943, + "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": 18187.84, + "sql_execution_elapsed_ms_total": 2203.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..83bfd9d978b134003b0c5d9e7becaafac7f1e474 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:56.754121+00:00", + "ended_at": "2026-05-19T15:58:59.804073+00:00", + "elapsed_ms": 3049.88, + "returncode": 1, + "prompt_metrics": { + "chars": 6550, + "bytes_utf8": 6550, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6fa017ccce925b7ff31edb18a2ec7d83e09236f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/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": "2026-05-19T15:59:00.807410+00:00", + "ended_at": "2026-05-19T15:59:15.945412+00:00", + "elapsed_ms": 15137.96, + "prompt_metrics": { + "chars": 6550, + "bytes_utf8": 6550, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1203, + "bytes_utf8": 1203, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 770, + "bytes_utf8": 770, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14185, + "cached_input_tokens": 13696, + "output_tokens": 758, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd1da3e518c266858c430c496fe4a1666691d15b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=s2, measure_col=s1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "s2", + "measure_col": "s1", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd1da3e518c266858c430c496fe4a1666691d15b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=s2, measure_col=s1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "s2", + "measure_col": "s1", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fba38662e81ec02269ddc7fdf704fcfdef9f17cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-31f7-7fb1-9517-9a3bd565e04d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..978fe6f124eebd8c26e69eb24e48017b2152d8d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-31f7-7fb1-9517-9a3bd565e04d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c589868ee85fa86a31679362402327939e60d245 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-41dc-76c0-bafa-4c204eef5423"} +{"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 \\\"s2\\\" AS \\\"group_col\\\",\\n CAST(\\\"s1\\\" AS INTEGER) AS \\\"measure_val\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"s2\\\"\\n ORDER BY CAST(\\\"s1\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"s2\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c10\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"s2\\\",\\n \\\"measure_val\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"s2\\\";\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"s2\\\" group with window functions. \\\"s1\\\" is cast from TEXT to INTEGER to preserve numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14185,"cached_input_tokens":13696,"output_tokens":758,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e098a8d0cb696233de9c993271040ebe4734f90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"s2\" AS \"group_col\",\n CAST(\"s1\" AS INTEGER) AS \"measure_val\",\n ROW_NUMBER() OVER (\n PARTITION BY \"s2\"\n ORDER BY CAST(\"s1\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"s2\"\n ) AS \"cnt\"\n FROM \"c10\"\n)\nSELECT\n \"group_col\" AS \"s2\",\n \"measure_val\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\nORDER BY \"percentile_measure\" DESC, \"s2\";","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \"s2\" group with window functions. \"s1\" is cast from TEXT to INTEGER to preserve numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..617f12af1d4faeb63830b8493b187404f9fc7117 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:16.148163+00:00", + "ended_at": "2026-05-19T16:12:19.364040+00:00", + "elapsed_ms": 3215.81, + "returncode": 1, + "prompt_metrics": { + "chars": 6457, + "bytes_utf8": 6457, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..adb7a3f2d6b1084301b5d66a76834bfb1e6b6d87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:20.366200+00:00", + "ended_at": "2026-05-19T16:12:23.111251+00:00", + "elapsed_ms": 2745.01, + "returncode": 1, + "prompt_metrics": { + "chars": 6457, + "bytes_utf8": 6457, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc35447033806ec3a3c2cea438d194930141a43e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=c4, measure_col=c5.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "c4", + "measure_col": "c5", + "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": 9.92, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc35447033806ec3a3c2cea438d194930141a43e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=c4, measure_col=c5.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "c4", + "measure_col": "c5", + "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": 9.92, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d9bca2455e7d7d13d56dee28eca2fa23a448739 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-6490-7053-8baa-da63475d0f33"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..961d2bc53f437cb537dcfb2e6912b7d5c57d6242 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-6490-7053-8baa-da63475d0f33"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1acda97478a3dd7e488a272c8cd0d93e53dfeb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-7519-7e41-af4e-ec7e9c305e2e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1d9edaeab47f3e130b72445d6d1c0f96c33dcfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-7519-7e41-af4e-ec7e9c305e2e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf221ffd75cb0f22c3234355a3de652d43610657 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6777, "bytes_utf8": 6777, "lines": 230, "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": 647, "bytes_utf8": 647, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14266, "cached_input_tokens": 12032, "output_tokens": 1241, "reasoning_output_tokens": 1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..25dedc56abf7887caa4fdf8ba53923825456e89f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_6b10338cb7306064", + "api_calls": 0, + "input_tokens": 14266, + "cached_input_tokens": 12032, + "output_tokens": 1241, + "total_tokens": 15507, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21943.43, + "sql_execution_elapsed_ms_total": 969.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..adececcd2bb64e7f64127294dcf7367592938fb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/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": "2026-05-19T15:37:25.920426+00:00", + "ended_at": "2026-05-19T15:37:47.863881+00:00", + "elapsed_ms": 21943.43, + "prompt_metrics": { + "chars": 6777, + "bytes_utf8": 6777, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1074, + "bytes_utf8": 1074, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 647, + "bytes_utf8": 647, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14266, + "cached_input_tokens": 12032, + "output_tokens": 1241, + "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_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..896ed17ca47284ff5f366d9de4d33485a8f01b85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=c3, measure_col=c4.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "c3", + "measure_col": "c4", + "item_col": "s4", + "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": 9.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..153ff170f952badf75eb540e65e57d7236ffa67a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-7fac-7842-a6ba-fe38b5740451"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"agg\\\" AS (\\n SELECT\\n \\\"c3\\\",\\n \\\"s4\\\",\\n SUM(CAST(\\\"c4\\\" AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"c10\\\"\\n GROUP BY \\\"c3\\\", \\\"s4\\\"\\n)\\nSELECT\\n \\\"c3\\\",\\n \\\"s4\\\",\\n \\\"total_measure\\\",\\n \\\"total_measure\\\" * 100.0 / SUM(\\\"total_measure\\\") OVER (PARTITION BY \\\"c3\\\") AS \\\"share_within_group\\\"\\nFROM \\\"agg\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Used the planned Within-Group Share of Total template with group_col=\\\"c3\\\", item_col=\\\"s4\\\", and measure_col=\\\"c4\\\". CAST(\\\"c4\\\" AS REAL) is applied because the SQLite schema stores these numeric-like fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14266,"cached_input_tokens":12032,"output_tokens":1241,"reasoning_output_tokens":1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f35560b09b6ae63ab54ca1486ec6b51de0bc6653 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nWITH \"agg\" AS (\n SELECT\n \"c3\",\n \"s4\",\n SUM(CAST(\"c4\" AS REAL)) AS \"total_measure\"\n FROM \"c10\"\n GROUP BY \"c3\", \"s4\"\n)\nSELECT\n \"c3\",\n \"s4\",\n \"total_measure\",\n \"total_measure\" * 100.0 / SUM(\"total_measure\") OVER (PARTITION BY \"c3\") AS \"share_within_group\"\nFROM \"agg\"\nORDER BY \"share_within_group\" DESC;","notes":"Used the planned Within-Group Share of Total template with group_col=\"c3\", item_col=\"s4\", and measure_col=\"c4\". CAST(\"c4\" AS REAL) is applied because the SQLite schema stores these numeric-like fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..366660cb8512114277a7bc42ba34ee0760a07cc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:02.901084+00:00", + "ended_at": "2026-05-19T16:09:06.261686+00:00", + "elapsed_ms": 3360.57, + "returncode": 1, + "prompt_metrics": { + "chars": 6374, + "bytes_utf8": 6374, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..06733ab718158cfd36254edeb7c9b132bf818321 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:07.264449+00:00", + "ended_at": "2026-05-19T16:09:10.180402+00:00", + "elapsed_ms": 2915.9, + "returncode": 1, + "prompt_metrics": { + "chars": 6374, + "bytes_utf8": 6374, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79506c4c2e8ed93b749ad4c7dd6651ca23165803 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=s2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "s2", + "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": 12.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..79506c4c2e8ed93b749ad4c7dd6651ca23165803 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=s2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "s2", + "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": 12.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..82df86fbde552951787d74b569bf529f8328edb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-71aa-7291-bd13-0485d2fd5cd9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..039c3b07a50159d140f0e84a22fcda842ecc2307 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-71aa-7291-bd13-0485d2fd5cd9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3d2f0384f16fb9cf31abba9ca5e99e090c53192 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-82ca-7d42-a6f7-e5688e7f9bae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..608bd9effbbab1b60894bf3985641dc115b38a7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-82ca-7d42-a6f7-e5688e7f9bae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_732cacdd45550044/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d774171499b4fe29a407cc4148ab97db5cb4939 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:48.696082+00:00", + "ended_at": "2026-05-19T16:10:51.545782+00:00", + "elapsed_ms": 2849.67, + "returncode": 1, + "prompt_metrics": { + "chars": 6457, + "bytes_utf8": 6457, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2aa8c05d01f8aa64a2ae71222ab49c3cd5f0ab1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:52.548362+00:00", + "ended_at": "2026-05-19T16:10:55.497240+00:00", + "elapsed_ms": 2948.83, + "returncode": 1, + "prompt_metrics": { + "chars": 6457, + "bytes_utf8": 6457, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..970f617a9e27974aca40be86364877c6fd846eca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=s2, measure_col=s3.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "s2", + "measure_col": "s3", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..970f617a9e27974aca40be86364877c6fd846eca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=s2, measure_col=s3.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "s2", + "measure_col": "s3", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7929f70b197c174b779a48fc0e3dd85b5faa3a2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-0ef0-71a0-be5c-77281d9400dc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa2b5621dd08a4bcd5e369ac3a15f7228a1d1cba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-0ef0-71a0-be5c-77281d9400dc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de67ebe90fe24bfdfcf093475e57d3bf2f60f785 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-1e01-74f1-865f-10ad4c59780c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d31b4b8bc2b14e4f7a290661d7f7ca2f823c8c8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-1e01-74f1-865f-10ad4c59780c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8504ef1d4300184673170b3467ecd55ea28ca464 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6372, "bytes_utf8": 6372, "lines": 226, "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": 6372, "bytes_utf8": 6372, "lines": 226, "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": 316, "bytes_utf8": 316, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14159, "cached_input_tokens": 12032, "output_tokens": 300, "reasoning_output_tokens": 203}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..779af3a511912d8451f6dea96a969b9badb5d7e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_8109f7b2367ed93b", + "api_calls": 0, + "input_tokens": 14159, + "cached_input_tokens": 12032, + "output_tokens": 300, + "total_tokens": 14459, + "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": 11153.92, + "sql_execution_elapsed_ms_total": 448.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7afebcc8713dae32d1586cf4d921dd8e3bc6d56d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:33.299961+00:00", + "ended_at": "2026-05-19T16:08:36.045519+00:00", + "elapsed_ms": 2745.53, + "returncode": 1, + "prompt_metrics": { + "chars": 6372, + "bytes_utf8": 6372, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6ba017694cc5b3c5171b012b716708bd2c18ed64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/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": "2026-05-19T16:08:37.047703+00:00", + "ended_at": "2026-05-19T16:08:45.456137+00:00", + "elapsed_ms": 8408.39, + "prompt_metrics": { + "chars": 6372, + "bytes_utf8": 6372, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 677, + "bytes_utf8": 677, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 316, + "bytes_utf8": 316, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14159, + "cached_input_tokens": 12032, + "output_tokens": 300, + "reasoning_output_tokens": 203 + } + }, + "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_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..302bb6b4d9079c599631bc7ac88444f5230bc12a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=c1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "c1", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..302bb6b4d9079c599631bc7ac88444f5230bc12a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=c1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "c1", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccf540edc3fda25a4d4953d894993639c1d3c5d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-fe29-77e0-95da-7d30c366352f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ca3d8b89a2fbf52ef00832dbd5838d21d61c965 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-fe29-77e0-95da-7d30c366352f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc32278e53e488aa7573c3022f453cae9be6a97d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-0cbf-7c81-b1fa-464773f877dd"} +{"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 \\\"c1\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c1\\\"\\nORDER BY \\\"support\\\" ASC, \\\"c1\\\"\\nLIMIT 12;\",\"notes\":\"Uses the Low-Support Group Count template with \\\"c1\\\" as the grouping column and returns the 12 lowest-support groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14159,"cached_input_tokens":12032,"output_tokens":300,"reasoning_output_tokens":203}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f8f9091b8ce337976100025ba80fb8f2be3455b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"c1\",\n COUNT(*) AS \"support\"\nFROM \"c10\"\nGROUP BY \"c1\"\nORDER BY \"support\" ASC, \"c1\"\nLIMIT 12;","notes":"Uses the Low-Support Group Count template with \"c1\" as the grouping column and returns the 12 lowest-support groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8109f7b2367ed93b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f42e6bf6ef0c24d5efd0c0ee4ab16fda4c0759cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6682, "bytes_utf8": 6682, "lines": 232, "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": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14241, "cached_input_tokens": 13696, "output_tokens": 433, "reasoning_output_tokens": 300}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b0db9194f335d83dacf4fd8ba4a9c3328e399174 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_81d48fd6c9209afa", + "api_calls": 0, + "input_tokens": 14241, + "cached_input_tokens": 13696, + "output_tokens": 433, + "total_tokens": 14674, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10517.86, + "sql_execution_elapsed_ms_total": 281.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5454e2278d2858cf711530af8214293e64a72e6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/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": "2026-05-19T15:43:50.280419+00:00", + "ended_at": "2026-05-19T15:44:00.798308+00:00", + "elapsed_ms": 10517.86, + "prompt_metrics": { + "chars": 6682, + "bytes_utf8": 6682, + "lines": 232, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 836, + "bytes_utf8": 836, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 465, + "bytes_utf8": 465, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14241, + "cached_input_tokens": 13696, + "output_tokens": 433, + "reasoning_output_tokens": 300 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6cc146b3298773104450ea3b0b1952d225ad56e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=s4, group_col_2=class.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "s4", + "group_col_2": "class", + "predicate_col": "s3", + "predicate_op": ">=", + "predicate_value": 3.25, + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..783e45ef4915718dd48a725ffa696249b6d2c609 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-5d04-7e12-b28e-bba4460a842f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"s4\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"s3\\\" AS REAL) >= 3.25\\nGROUP BY \\\"s4\\\", \\\"class\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group-count template with group_col=\\\"s4\\\", group_col_2=\\\"class\\\", and predicate_col=\\\"s3\\\". CAST(\\\"s3\\\" AS REAL) is applied because the schema stores fields as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14241,"cached_input_tokens":13696,"output_tokens":433,"reasoning_output_tokens":300}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f8614e7440b7d6de484e1455716557595a148e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"s4\", \"class\", COUNT(*) AS row_count\nFROM \"c10\"\nWHERE CAST(\"s3\" AS REAL) >= 3.25\nGROUP BY \"s4\", \"class\"\nORDER BY row_count DESC;","notes":"Used the planned filtered two-dimensional group-count template with group_col=\"s4\", group_col_2=\"class\", and predicate_col=\"s3\". CAST(\"s3\" AS REAL) is applied because the schema stores fields as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..245929c26658c5366c7c9d949368e1d8db4b5d2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6548, "bytes_utf8": 6548, "lines": 228, "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": 6548, "bytes_utf8": 6548, "lines": 228, "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": 857, "bytes_utf8": 857, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 12032, "output_tokens": 2321, "reasoning_output_tokens": 2028}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c2e863962e6c6eca72e90997c4161b99f9055a49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_83103096df3a514d", + "api_calls": 0, + "input_tokens": 14185, + "cached_input_tokens": 12032, + "output_tokens": 2321, + "total_tokens": 16506, + "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": 41023.3, + "sql_execution_elapsed_ms_total": 2725.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c619ba1dcef32e18afcb89fdb4bd0a4dc1cd5012 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/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": "2026-05-19T16:02:18.144372+00:00", + "ended_at": "2026-05-19T16:02:21.313342+00:00", + "elapsed_ms": 3168.94, + "returncode": 1, + "prompt_metrics": { + "chars": 6548, + "bytes_utf8": 6548, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5da022add1631bbb6cb6d749235f2352912e926c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/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": "2026-05-19T16:02:22.315362+00:00", + "ended_at": "2026-05-19T16:03:00.169759+00:00", + "elapsed_ms": 37854.36, + "prompt_metrics": { + "chars": 6548, + "bytes_utf8": 6548, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1312, + "bytes_utf8": 1312, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 857, + "bytes_utf8": 857, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14185, + "cached_input_tokens": 12032, + "output_tokens": 2321, + "reasoning_output_tokens": 2028 + } + }, + "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_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..327d826b2781ea985ee2e348c03ffb97124294d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=c3, measure_col=c2.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "c3", + "measure_col": "c2", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 12.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..327d826b2781ea985ee2e348c03ffb97124294d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=c3, measure_col=c2.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "c3", + "measure_col": "c2", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 12.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f797a636576b9871906b7ca88726fe675f1c3e85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-44c5-7bd0-8e9e-777db1a4c5f7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a390027afa3de0b2703976af9b8d66fa385f7a5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-44c5-7bd0-8e9e-777db1a4c5f7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..353a49affbaa93f42ab96ed9854763c57ac31936 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-54ed-7c01-89cc-c365c806b4ea"} +{"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 \\\"c3\\\" AS \\\"group_col\\\",\\n CAST(\\\"c2\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"c3\\\"\\n ORDER BY CAST(\\\"c2\\\" AS REAL)\\n ) AS \\\"__rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"c3\\\"\\n ) AS \\\"__cnt\\\"\\n FROM \\\"c10\\\"\\n WHERE \\\"c3\\\" IS NOT NULL\\n AND \\\"c2\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"c3\\\",\\n \\\"measure_col\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"__ranked\\\"\\nWHERE \\\"__cnt\\\" >= 5\\n AND \\\"__rn\\\" = ((9 * \\\"__cnt\\\") / 10) + (((9 * \\\"__cnt\\\") % 10) > 0)\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"c3\\\"\\nLIMIT 13;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile point per \\\"c3\\\" based on CAST(\\\"c2\\\" AS REAL), with a minimum group size of 5 and LIMIT 13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14185,"cached_input_tokens":12032,"output_tokens":2321,"reasoning_output_tokens":2028}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1feb31b9e5d52d311931a3cae42ae5292dd37a0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"__ranked\" AS (\n SELECT\n \"c3\" AS \"group_col\",\n CAST(\"c2\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"c3\"\n ORDER BY CAST(\"c2\" AS REAL)\n ) AS \"__rn\",\n COUNT(*) OVER (\n PARTITION BY \"c3\"\n ) AS \"__cnt\"\n FROM \"c10\"\n WHERE \"c3\" IS NOT NULL\n AND \"c2\" IS NOT NULL\n)\nSELECT\n \"group_col\" AS \"c3\",\n \"measure_col\" AS \"percentile_measure\"\nFROM \"__ranked\"\nWHERE \"__cnt\" >= 5\n AND \"__rn\" = ((9 * \"__cnt\") / 10) + (((9 * \"__cnt\") % 10) > 0)\nORDER BY \"percentile_measure\" DESC, \"c3\"\nLIMIT 13;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile point per \"c3\" based on CAST(\"c2\" AS REAL), with a minimum group size of 5 and LIMIT 13."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..caa5a21090a5dfd13862c278c6f5b782d4311ed1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7183, "bytes_utf8": 7183, "lines": 231, "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": 566, "bytes_utf8": 566, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14355, "cached_input_tokens": 13696, "output_tokens": 647, "reasoning_output_tokens": 475}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..54f5a9dcf4160fd8cbfa9449c4e0497fb94f1ef4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_89a962e538e948fa", + "api_calls": 0, + "input_tokens": 14355, + "cached_input_tokens": 13696, + "output_tokens": 647, + "total_tokens": 15002, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11192.73, + "sql_execution_elapsed_ms_total": 588.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f585f1752cfd02078e3b7c2e05ffcfa8d1b76b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/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": "2026-05-19T15:43:08.757502+00:00", + "ended_at": "2026-05-19T15:43:19.950259+00:00", + "elapsed_ms": 11192.73, + "prompt_metrics": { + "chars": 7183, + "bytes_utf8": 7183, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 939, + "bytes_utf8": 939, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 566, + "bytes_utf8": 566, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14355, + "cached_input_tokens": 13696, + "output_tokens": 647, + "reasoning_output_tokens": 475 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed147c5b7accd20d302cd74d8fef7f53919b4eaa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=c5, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "c5", + "condition_col": "class", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29b94c95dd3940553e6ae7d9d8e18dbabb6b1435 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-bade-7730-bd8e-faca63f60cff"} +{"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 \\\"c5\\\",\\n SUM(CASE WHEN \\\"class\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c10\\\"\\n GROUP BY \\\"c5\\\"\\n)\\nSELECT \\\"c5\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes the grouped ratio of rows with \\\"class\\\" = '0' versus \\\"class\\\" = '1' for each \\\"c5\\\" value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14355,"cached_input_tokens":13696,"output_tokens":647,"reasoning_output_tokens":475}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6510a658062a80b38c3f3f10db6362a37aa364d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"c5\",\n SUM(CASE WHEN \"class\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c10\"\n GROUP BY \"c5\"\n)\nSELECT \"c5\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Computes the grouped ratio of rows with \"class\" = '0' versus \"class\" = '1' for each \"c5\" value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a65d898f6b1e4da97c72ae9809fdc8426728dc77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6372, "bytes_utf8": 6372, "lines": 228, "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": 326, "bytes_utf8": 326, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 13696, "output_tokens": 412, "reasoning_output_tokens": 309}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1cc054e11102b30f451d21a2fadaef03ffe076b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_8e68765628432980", + "api_calls": 0, + "input_tokens": 14147, + "cached_input_tokens": 13696, + "output_tokens": 412, + "total_tokens": 14559, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12724.65, + "sql_execution_elapsed_ms_total": 440.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..204a317f2f0025852a0fb50c5ba1c995bb96f109 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/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": "2026-05-19T15:31:51.832736+00:00", + "ended_at": "2026-05-19T15:32:04.557416+00:00", + "elapsed_ms": 12724.65, + "prompt_metrics": { + "chars": 6372, + "bytes_utf8": 6372, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 692, + "bytes_utf8": 692, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 326, + "bytes_utf8": 326, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14147, + "cached_input_tokens": 13696, + "output_tokens": 412, + "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_a/c10/artifacts/v2q_c10_8e68765628432980/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7db7345091033835eac58fbbedc7e2865cb7285b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=s5, measure_col=s5.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "s5", + "measure_col": "s5", + "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": 2.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_8e68765628432980/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aafc1ad34f14c4f1b8b0c9128e8ed73e72aa4b3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-6697-7910-bc9f-7abca691f5be"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s5\\\", SUM(CAST(\\\"s5\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s5\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned template with group_col=\\\"s5\\\" and measure_col=\\\"s5\\\". CAST was added because \\\"s5\\\" is stored as TEXT in the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14147,"cached_input_tokens":13696,"output_tokens":412,"reasoning_output_tokens":309}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2ad0e95b1d5ba924a0a1333f61694b09328d7a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"s5\", SUM(CAST(\"s5\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c10\"\nGROUP BY \"s5\"\nORDER BY \"total_measure\" DESC;","notes":"Used the planned template with group_col=\"s5\" and measure_col=\"s5\". CAST was added because \"s5\" 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_a/c10/artifacts/v2q_c10_8e68765628432980/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e68765628432980/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a065a9681c38a41fce8340704593f0a941d12b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6369, "bytes_utf8": 6369, "lines": 228, "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": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 731, "reasoning_output_tokens": 627}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9ee63facfef9a099946a227b6d0bb4317cb2b15b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_9344411de3a8982b", + "api_calls": 0, + "input_tokens": 14147, + "cached_input_tokens": 12032, + "output_tokens": 731, + "total_tokens": 14878, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16107.14, + "sql_execution_elapsed_ms_total": 477.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..94b3ccccdba8d8232148f15c924cf89eabafb1be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/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": "2026-05-19T15:28:35.330344+00:00", + "ended_at": "2026-05-19T15:28:51.437517+00:00", + "elapsed_ms": 16107.14, + "prompt_metrics": { + "chars": 6369, + "bytes_utf8": 6369, + "lines": 228, + "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": 373, + "bytes_utf8": 373, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14147, + "cached_input_tokens": 12032, + "output_tokens": 731, + "reasoning_output_tokens": 627 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fd366cbaf31faadcf9ccb06998216740bb99d06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=c1, measure_col=c1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "c1", + "measure_col": "c1", + "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": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e89a35d87b1707c8922e9f81374654b072c6dfa1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-66f6-7b32-8b2d-d8a4c62d14b6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c1\\\", SUM(CAST(\\\"c1\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c1\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the grouped numeric sum template with both group_col and measure_col bound to \\\"c1\\\". CAST to INTEGER is used because the schema stores these numeric-like values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14147,"cached_input_tokens":12032,"output_tokens":731,"reasoning_output_tokens":627}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18e49a8d478a4a1ee4328dbedd8f5b592523a078 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"c1\", SUM(CAST(\"c1\" AS INTEGER)) AS \"total_measure\"\nFROM \"c10\"\nGROUP BY \"c1\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the grouped numeric sum template with both group_col and measure_col bound to \"c1\". CAST to INTEGER is used because the schema stores these numeric-like values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3a530eedbb38d6cf9b4e7c40df5f3e50b92b7e22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:41.959463+00:00", + "ended_at": "2026-05-19T16:05:45.261546+00:00", + "elapsed_ms": 3302.05, + "returncode": 1, + "prompt_metrics": { + "chars": 6627, + "bytes_utf8": 6627, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e660a144292156b9821c168b5fd62f17e00e6ec6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/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": "2026-05-19T16:05:46.263413+00:00", + "ended_at": "2026-05-19T16:05:49.553426+00:00", + "elapsed_ms": 3289.98, + "returncode": 1, + "prompt_metrics": { + "chars": 6627, + "bytes_utf8": 6627, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f2dd5088a593e80e080d6276032b2b40abafa1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=c2, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "c2", + "condition_col": "class", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f2dd5088a593e80e080d6276032b2b40abafa1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=c2, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "c2", + "condition_col": "class", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..586c3a980b475823b5849bc466f7406a30a2ea78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-60c6-7d03-a0f9-6121c2c17932"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3df386e9055551a268fde211ad67a7abdedb3ea4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-60c6-7d03-a0f9-6121c2c17932"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e83c6959ba123f4138952ee57bff935f37eda2c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-71b3-7962-b611-73889a680fbc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6fdd8023eac439bf8cbfaa51d246377bd7c9af8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-71b3-7962-b611-73889a680fbc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..241ec484ee61f62b2285fcfdb9321c04d52cabd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 228, "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": 1537, "bytes_utf8": 1537, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 13696, "output_tokens": 3002, "reasoning_output_tokens": 2423}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..69bf6ce063b0e59337336eaff32826630d905380 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_95617971455ab4e9", + "api_calls": 0, + "input_tokens": 14185, + "cached_input_tokens": 13696, + "output_tokens": 3002, + "total_tokens": 17187, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 47009.9, + "sql_execution_elapsed_ms_total": 3805.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af5629a70c1d23672dcc19b25e31e872cfe1b03b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/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": "2026-05-19T15:54:43.686504+00:00", + "ended_at": "2026-05-19T15:55:30.696438+00:00", + "elapsed_ms": 47009.9, + "prompt_metrics": { + "chars": 6550, + "bytes_utf8": 6550, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2176, + "bytes_utf8": 2176, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1537, + "bytes_utf8": 1537, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14185, + "cached_input_tokens": 13696, + "output_tokens": 3002, + "reasoning_output_tokens": 2423 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fb33bdd6022a32f1c5b62abbe4698c5102365c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=c5, measure_col=s4.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "c5", + "measure_col": "s4", + "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": 2.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c182beef2bea4e0ba0c7527ad88bcc7689240ca5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-5591-7342-87ba-9325c4ba4197"} +{"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 \\\"c5\\\",\\n CAST(\\\"s4\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"c5\\\"\\n ORDER BY CAST(\\\"s4\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"c5\\\") AS \\\"cnt\\\"\\n FROM \\\"c10\\\"\\n WHERE \\\"c5\\\" IS NOT NULL\\n AND \\\"s4\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT DISTINCT\\n \\\"c5\\\",\\n (0.9 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"pos\\\",\\n CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (0.9 * (\\\"cnt\\\" - 1) + 1.0) > CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n THEN CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) + 1\\n ELSE CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"t\\\".\\\"c5\\\",\\n CASE\\n WHEN \\\"t\\\".\\\"lower_rn\\\" = \\\"t\\\".\\\"upper_rn\\\" THEN \\\"l\\\".\\\"measure\\\"\\n ELSE \\\"l\\\".\\\"measure\\\" + (\\\"t\\\".\\\"pos\\\" - \\\"t\\\".\\\"lower_rn\\\") * (\\\"u\\\".\\\"measure\\\" - \\\"l\\\".\\\"measure\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"targets\\\" AS \\\"t\\\"\\nJOIN \\\"ranked\\\" AS \\\"l\\\"\\n ON \\\"l\\\".\\\"c5\\\" = \\\"t\\\".\\\"c5\\\"\\n AND \\\"l\\\".\\\"rn\\\" = \\\"t\\\".\\\"lower_rn\\\"\\nJOIN \\\"ranked\\\" AS \\\"u\\\"\\n ON \\\"u\\\".\\\"c5\\\" = \\\"t\\\".\\\"c5\\\"\\n AND \\\"u\\\".\\\"rn\\\" = \\\"t\\\".\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite lacks PERCENTILE_CONT, so this query emulates the grouped 0.9 continuous percentile for \\\"c5\\\" by ordering CAST(\\\"s4\\\" AS REAL) within each group and linearly interpolating between the surrounding ranks.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14185,"cached_input_tokens":13696,"output_tokens":3002,"reasoning_output_tokens":2423}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..617cebb28154cbe23630501489d4beada28e1ddc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"c5\",\n CAST(\"s4\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"c5\"\n ORDER BY CAST(\"s4\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"c5\") AS \"cnt\"\n FROM \"c10\"\n WHERE \"c5\" IS NOT NULL\n AND \"s4\" IS NOT NULL\n),\n\"targets\" AS (\n SELECT DISTINCT\n \"c5\",\n (0.9 * (\"cnt\" - 1) + 1.0) AS \"pos\",\n CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (0.9 * (\"cnt\" - 1) + 1.0) > CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER)\n THEN CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) + 1\n ELSE CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER)\n END AS \"upper_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"t\".\"c5\",\n CASE\n WHEN \"t\".\"lower_rn\" = \"t\".\"upper_rn\" THEN \"l\".\"measure\"\n ELSE \"l\".\"measure\" + (\"t\".\"pos\" - \"t\".\"lower_rn\") * (\"u\".\"measure\" - \"l\".\"measure\")\n END AS \"percentile_measure\"\nFROM \"targets\" AS \"t\"\nJOIN \"ranked\" AS \"l\"\n ON \"l\".\"c5\" = \"t\".\"c5\"\n AND \"l\".\"rn\" = \"t\".\"lower_rn\"\nJOIN \"ranked\" AS \"u\"\n ON \"u\".\"c5\" = \"t\".\"c5\"\n AND \"u\".\"rn\" = \"t\".\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite lacks PERCENTILE_CONT, so this query emulates the grouped 0.9 continuous percentile for \"c5\" by ordering CAST(\"s4\" AS REAL) within each group and linearly interpolating between the surrounding ranks."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c43d9b2a9407c9d86576ba20d91680808520a698 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6553, "bytes_utf8": 6553, "lines": 226, "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": 533, "bytes_utf8": 533, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14201, "cached_input_tokens": 13696, "output_tokens": 670, "reasoning_output_tokens": 509}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..22522fbf50ef1ff668db361594accc3dd5c0cfdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_98b726e9fb5386fd", + "api_calls": 0, + "input_tokens": 14201, + "cached_input_tokens": 13696, + "output_tokens": 670, + "total_tokens": 14871, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17882.75, + "sql_execution_elapsed_ms_total": 1508.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7376d60ee10755caa6e5780b26c2a7ec51365ed8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/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": "2026-05-19T15:47:08.101296+00:00", + "ended_at": "2026-05-19T15:47:25.984093+00:00", + "elapsed_ms": 17882.75, + "prompt_metrics": { + "chars": 6553, + "bytes_utf8": 6553, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1244, + "bytes_utf8": 1244, + "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": 533, + "bytes_utf8": 533, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14201, + "cached_input_tokens": 13696, + "output_tokens": 670, + "reasoning_output_tokens": 509 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6517147c22bc8685e03505c405c3e0744f60e4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=c3.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "c3", + "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58e739a801d3ae05f7eec8bfdbced4a1732720d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40eb-624b-7133-89b1-835967ec59b0"} +{"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 1992274, Requested 14836. Please try again in 213ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"c3\\\",\\n CAST(\\\"c3\\\" AS INTEGER) AS \\\"c3_num\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"c3\\\" AS INTEGER) DESC) AS tail_bucket\\n FROM \\\"c10\\\"\\n WHERE \\\"c3\\\" IS NOT NULL\\n)\\nSELECT \\\"c3\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"c3_num\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template on \\\"c3\\\" with 10 tiles. \\\"c3\\\" is cast to INTEGER for correct numeric ordering because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14201,"cached_input_tokens":13696,"output_tokens":670,"reasoning_output_tokens":509}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b14d79380ec54d381d9ca39ff13cb829291ccfec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT\n \"c3\",\n CAST(\"c3\" AS INTEGER) AS \"c3_num\",\n NTILE(10) OVER (ORDER BY CAST(\"c3\" AS INTEGER) DESC) AS tail_bucket\n FROM \"c10\"\n WHERE \"c3\" IS NOT NULL\n)\nSELECT \"c3\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"c3_num\" DESC;","notes":"Applied the Quantile Tail Slice template on \"c3\" with 10 tiles. \"c3\" is cast to INTEGER for correct numeric ordering 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_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b8bc121d0f4cf7e48f07d323c1a607403c65a72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6775, "bytes_utf8": 6775, "lines": 230, "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": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14266, "cached_input_tokens": 12032, "output_tokens": 677, "reasoning_output_tokens": 506}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..38e192c18e605c4244dd5b5bce005e7901602c5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_9b9ae31c40a57c13", + "api_calls": 0, + "input_tokens": 14266, + "cached_input_tokens": 12032, + "output_tokens": 677, + "total_tokens": 14943, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12599.78, + "sql_execution_elapsed_ms_total": 988.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..be655876c7d2afc68c9ca6abebd836ec03f7f85a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/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": "2026-05-19T15:33:56.062243+00:00", + "ended_at": "2026-05-19T15:34:08.662055+00:00", + "elapsed_ms": 12599.78, + "prompt_metrics": { + "chars": 6775, + "bytes_utf8": 6775, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 901, + "bytes_utf8": 901, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 518, + "bytes_utf8": 518, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14266, + "cached_input_tokens": 12032, + "output_tokens": 677, + "reasoning_output_tokens": 506 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42a340453866a5dcc92900690dd7100914e766de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=s2, measure_col=s3.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "s2", + "measure_col": "s3", + "item_col": "c2", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a2ca4bf25cd0718eefd96004ae1b0ae22caac0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-4be6-74a0-a899-bb9fc1fa42a5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"s2\\\",\\n \\\"c2\\\",\\n SUM(CAST(\\\"s3\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"s3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"s3\\\" AS REAL))) OVER (PARTITION BY \\\"s2\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s2\\\", \\\"c2\\\"\\nORDER BY share_within_group DESC\\nLIMIT 14;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"s2\\\", item_col=\\\"c2\\\", and measure_col=\\\"s3\\\". CAST is used because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14266,"cached_input_tokens":12032,"output_tokens":677,"reasoning_output_tokens":506}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..434d09e3981ca1935909f2f671394238f01388a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"s2\",\n \"c2\",\n SUM(CAST(\"s3\" AS REAL)) AS total_measure,\n SUM(CAST(\"s3\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"s3\" AS REAL))) OVER (PARTITION BY \"s2\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"s2\", \"c2\"\nORDER BY share_within_group DESC\nLIMIT 14;","notes":"Applied the Within-Group Share of Total template with group_col=\"s2\", item_col=\"c2\", and measure_col=\"s3\". CAST is 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_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9b9ae31c40a57c13/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..35afdbab40fd1b9cf6d95be12190cfb8ce5b3ea4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:37.836179+00:00", + "ended_at": "2026-05-19T16:06:40.844825+00:00", + "elapsed_ms": 3008.62, + "returncode": 1, + "prompt_metrics": { + "chars": 6319, + "bytes_utf8": 6319, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bfaa039a2c2e6893376e576750da7ffb2365370a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/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": "2026-05-19T16:06:41.846982+00:00", + "ended_at": "2026-05-19T16:06:44.768282+00:00", + "elapsed_ms": 2921.23, + "returncode": 1, + "prompt_metrics": { + "chars": 6319, + "bytes_utf8": 6319, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc550cd35f5ae08a17f77d6c4435eea2c961ad8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=c5.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "c5", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc550cd35f5ae08a17f77d6c4435eea2c961ad8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=c5.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "c5", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68bd6a1387f51642853eea6a53b338b5ec670291 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3b0e-72d3-b90e-6b56170bfc76"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e3c539930ae47d26d71e9375f7836788e721418 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3b0e-72d3-b90e-6b56170bfc76"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e63b6573aa293f3a92e37689e5de368c1c17c9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-4abc-7622-9276-cd16026edb52"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..17a171610e862d1c6f9189dcc95503dac83590ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-4abc-7622-9276-cd16026edb52"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f8186a7202ab83f68bb725eadd8c8ca1c40f6d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6772, "bytes_utf8": 6772, "lines": 230, "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": 512, "bytes_utf8": 512, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14265, "cached_input_tokens": 12032, "output_tokens": 461, "reasoning_output_tokens": 298}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4d850f9af29cab763d6806c0d6d7c9d806a1b0e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_a35514baec287fec", + "api_calls": 0, + "input_tokens": 14265, + "cached_input_tokens": 12032, + "output_tokens": 461, + "total_tokens": 14726, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10374.78, + "sql_execution_elapsed_ms_total": 972.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..78235967013ca6d799b1ed5b395121878419a6b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/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": "2026-05-19T15:39:07.732647+00:00", + "ended_at": "2026-05-19T15:39:18.107454+00:00", + "elapsed_ms": 10374.78, + "prompt_metrics": { + "chars": 6772, + "bytes_utf8": 6772, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 892, + "bytes_utf8": 892, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 512, + "bytes_utf8": 512, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14265, + "cached_input_tokens": 12032, + "output_tokens": 461, + "reasoning_output_tokens": 298 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ecd24b63ca2ade069d1fb8cc2b22130c0fb8150 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=s5, measure_col=s1.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "s5", + "measure_col": "s1", + "item_col": "c5", + "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": 2.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..91c872d50d8c3d519d6c3e8e36ce9944771e5702 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-0d64-7942-8931-49261703e9af"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"s5\\\", \\\"c5\\\",\\n SUM(CAST(\\\"s1\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"s1\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"s1\\\" AS REAL))) OVER (PARTITION BY \\\"s5\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s5\\\", \\\"c5\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"s5\\\", item_col=\\\"c5\\\", and measure_col=\\\"s1\\\". CAST is used because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14265,"cached_input_tokens":12032,"output_tokens":461,"reasoning_output_tokens":298}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76cbca8bde71e90b51ebaa1d8bb6ca9c25be3f79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"s5\", \"c5\",\n SUM(CAST(\"s1\" AS REAL)) AS total_measure,\n SUM(CAST(\"s1\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"s1\" AS REAL))) OVER (PARTITION BY \"s5\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"s5\", \"c5\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"s5\", item_col=\"c5\", and measure_col=\"s1\". CAST is 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_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a35514baec287fec/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..998b296f3c1d357da93d556fae859d311d59fd6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:49.569243+00:00", + "ended_at": "2026-05-19T16:05:52.889901+00:00", + "elapsed_ms": 3320.62, + "returncode": 1, + "prompt_metrics": { + "chars": 6624, + "bytes_utf8": 6624, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5dd0428fffe37aab11b05653513cd3673f8b4115 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/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": "2026-05-19T16:05:53.891930+00:00", + "ended_at": "2026-05-19T16:05:56.702604+00:00", + "elapsed_ms": 2810.62, + "returncode": 1, + "prompt_metrics": { + "chars": 6624, + "bytes_utf8": 6624, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4e570ccb1003da39eb6546ed0e41f10af4ea270 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=c2, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "c2", + "condition_col": "class", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4e570ccb1003da39eb6546ed0e41f10af4ea270 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=c2, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "c2", + "condition_col": "class", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1221b1565dfd9184de755fe0f70ab56bb54bfd8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-7e89-7f10-97c8-e090511490e7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59fcedfe3bf6aeb09000e5b59dd07bb7e8e46c8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-7e89-7f10-97c8-e090511490e7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c07ce2b7266b7871dcc7b8f80274cf27cbdb3ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-8f6f-7de0-a128-fbec65bcfe7d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b95378c4129030ecddab41f85cb02f77fd302ab9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-8f6f-7de0-a128-fbec65bcfe7d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52a52ad32bb0907f48066fac798a43561702ea23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6293, "bytes_utf8": 6293, "lines": 226, "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": 270, "bytes_utf8": 270, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14121, "cached_input_tokens": 12032, "output_tokens": 597, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8f2f323f76d3eac69420c6e692134e60adb934f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_a48cb184e2b8f40a", + "api_calls": 0, + "input_tokens": 14121, + "cached_input_tokens": 12032, + "output_tokens": 597, + "total_tokens": 14718, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27519.05, + "sql_execution_elapsed_ms_total": 456.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea7f38f4889ac8fd2f3a3b71cd2ccc66888a0540 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/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": "2026-05-19T15:33:14.430360+00:00", + "ended_at": "2026-05-19T15:33:41.949433+00:00", + "elapsed_ms": 27519.05, + "prompt_metrics": { + "chars": 6293, + "bytes_utf8": 6293, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1960, + "bytes_utf8": 1960, + "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": 270, + "bytes_utf8": 270, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14121, + "cached_input_tokens": 12032, + "output_tokens": 597, + "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_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6f4a32f32e98c51c3cf4ee166a10a475bc204aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=c4.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "c4", + "top_k": 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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41637b2fced586708c734207dcea7eb3bf660bea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40de-a960-7f40-b272-8386b9e25685"} +{"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 1995878, Requested 14756. Please try again in 319ms. 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 14756. Please try again in 442ms. 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 1990650, Requested 14756. Please try again in 162ms. 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 1994171, Requested 14756. Please try again in 267ms. 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 \\\"c4\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c4\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the planned grouped-count template with group_col bound to \\\"c4\\\" over the single table \\\"c10\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14121,"cached_input_tokens":12032,"output_tokens":597,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..75b21a5aa9ca2b8bf68acc5c217a1a83259af328 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"c4\", COUNT(*) AS \"row_count\"\nFROM \"c10\"\nGROUP BY \"c4\"\nORDER BY \"row_count\" DESC;","notes":"Applied the planned grouped-count template with group_col bound to \"c4\" over the single table \"c10\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb2d8d70b324b9af94966b98488be86488196add --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6775, "bytes_utf8": 6775, "lines": 230, "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": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14266, "cached_input_tokens": 13696, "output_tokens": 595, "reasoning_output_tokens": 431}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a0b05917e0d39a86b0292a34c41a01aa0f7448d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_a8de47a6c85ad41b", + "api_calls": 0, + "input_tokens": 14266, + "cached_input_tokens": 13696, + "output_tokens": 595, + "total_tokens": 14861, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12924.17, + "sql_execution_elapsed_ms_total": 974.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f2ff6892bd6b0b839f173a4613e2271a6781b60a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/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": "2026-05-19T15:34:56.896605+00:00", + "ended_at": "2026-05-19T15:35:09.820814+00:00", + "elapsed_ms": 12924.17, + "prompt_metrics": { + "chars": 6775, + "bytes_utf8": 6775, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 906, + "bytes_utf8": 906, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 518, + "bytes_utf8": 518, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14266, + "cached_input_tokens": 13696, + "output_tokens": 595, + "reasoning_output_tokens": 431 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..908ff4bd76b07afaf8c259824322b38aa4bdff66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=s3, measure_col=s4.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "s3", + "measure_col": "s4", + "item_col": "c3", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..985fc33a8ab9b9733610f096df0825573b6f0961 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-39a5-70d1-bd45-0ac090b662b6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"s3\\\", \\\"c3\\\",\\n SUM(\\\"s4\\\") AS total_measure,\\n SUM(\\\"s4\\\") * 100.0 / SUM(SUM(\\\"s4\\\")) OVER (PARTITION BY \\\"s3\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s3\\\", \\\"c3\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the requested Within-Group Share of Total template with group_col=\\\"s3\\\", item_col=\\\"c3\\\", and measure_col=\\\"s4\\\" on the single table \\\"c10\\\". SQLite will numerically coerce the text-typed \\\"s4\\\" values during SUM().\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14266,"cached_input_tokens":13696,"output_tokens":595,"reasoning_output_tokens":431}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..231cc5e864952b95580926e346693cd767afb2d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"s3\", \"c3\",\n SUM(\"s4\") AS total_measure,\n SUM(\"s4\") * 100.0 / SUM(SUM(\"s4\")) OVER (PARTITION BY \"s3\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"s3\", \"c3\"\nORDER BY share_within_group DESC;","notes":"Uses the requested Within-Group Share of Total template with group_col=\"s3\", item_col=\"c3\", and measure_col=\"s4\" on the single table \"c10\". SQLite will numerically coerce the text-typed \"s4\" values during SUM()."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9fe91231fdda89bd5e497300d11b8303b83e0d91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 228, "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": 6550, "bytes_utf8": 6550, "lines": 228, "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": 1904, "bytes_utf8": 1904, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 13696, "output_tokens": 2217, "reasoning_output_tokens": 1552}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9acb9fc4cac60a23ab020540945a952d46a66f30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_ab04b27fa7f6abb1", + "api_calls": 0, + "input_tokens": 14185, + "cached_input_tokens": 13696, + "output_tokens": 2217, + "total_tokens": 16402, + "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": 36893.93, + "sql_execution_elapsed_ms_total": 3848.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a455dc5a4e2271e060954fa4eb1cc2466769f521 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/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": "2026-05-19T15:52:22.930513+00:00", + "ended_at": "2026-05-19T15:52:26.200865+00:00", + "elapsed_ms": 3270.31, + "returncode": 1, + "prompt_metrics": { + "chars": 6550, + "bytes_utf8": 6550, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..300e3f03c1032bbfbb1622ffad7026604b575243 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/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": "2026-05-19T15:52:27.204213+00:00", + "ended_at": "2026-05-19T15:53:00.827893+00:00", + "elapsed_ms": 33623.62, + "prompt_metrics": { + "chars": 6550, + "bytes_utf8": 6550, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2605, + "bytes_utf8": 2605, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1904, + "bytes_utf8": 1904, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14185, + "cached_input_tokens": 13696, + "output_tokens": 2217, + "reasoning_output_tokens": 1552 + } + }, + "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_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31a8d1ce4dcd872e7540b7923245912e77c9a183 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=c4, measure_col=s3.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "c4", + "measure_col": "s3", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..31a8d1ce4dcd872e7540b7923245912e77c9a183 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=c4, measure_col=s3.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "c4", + "measure_col": "s3", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce7745db0a9a05ec4e0854ee1178d843919f8ea8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-2fb2-7a40-8ff3-100f6ec3fc2c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..afe869d01a7278eabd2bdb5ca79797ca1088fde4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-2fb2-7a40-8ff3-100f6ec3fc2c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e523932c564545d41005f3db4396c6900eec148 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-4063-72f2-92c1-265e2259e3f1"} +{"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 \\\"c4\\\" AS \\\"group_col\\\",\\n CAST(\\\"s3\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"c4\\\"\\n ORDER BY CAST(\\\"s3\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"c4\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c10\\\"\\n WHERE \\\"c4\\\" IS NOT NULL\\n AND \\\"s3\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\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 CASE\\n WHEN (1.0 + 0.95 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"group_col\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"p\\\".\\\"group_col\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\",\\n \\\"lo\\\".\\\"measure_col\\\" AS \\\"lower_val\\\",\\n \\\"hi\\\".\\\"measure_col\\\" AS \\\"upper_val\\\"\\n FROM \\\"positions\\\" AS \\\"p\\\"\\n JOIN \\\"ordered\\\" AS \\\"lo\\\"\\n ON \\\"lo\\\".\\\"group_col\\\" = \\\"p\\\".\\\"group_col\\\"\\n AND \\\"lo\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\"\\n JOIN \\\"ordered\\\" AS \\\"hi\\\"\\n ON \\\"hi\\\".\\\"group_col\\\" = \\\"p\\\".\\\"group_col\\\"\\n AND \\\"hi\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"c4\\\",\\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 \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Uses the planned template with group_col=\\\"c4\\\" and measure_col=\\\"s3\\\". Because SQLite does not support PERCENTILE_CONT, this query emulates the 0.95 continuous percentile per group via window ordering and linear interpolation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14185,"cached_input_tokens":13696,"output_tokens":2217,"reasoning_output_tokens":1552}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7ce42ce536fd349b907d26f1261007bbd8f6646 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"c4\" AS \"group_col\",\n CAST(\"s3\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"c4\"\n ORDER BY CAST(\"s3\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"c4\"\n ) AS \"cnt\"\n FROM \"c10\"\n WHERE \"c4\" IS NOT NULL\n AND \"s3\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT\n \"group_col\",\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 CASE\n WHEN (1.0 + 0.95 * (\"cnt\" - 1)) = CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n GROUP BY \"group_col\", \"cnt\"\n),\n\"bounds\" AS (\n SELECT\n \"p\".\"group_col\",\n \"p\".\"pos\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\",\n \"lo\".\"measure_col\" AS \"lower_val\",\n \"hi\".\"measure_col\" AS \"upper_val\"\n FROM \"positions\" AS \"p\"\n JOIN \"ordered\" AS \"lo\"\n ON \"lo\".\"group_col\" = \"p\".\"group_col\"\n AND \"lo\".\"rn\" = \"p\".\"lower_rn\"\n JOIN \"ordered\" AS \"hi\"\n ON \"hi\".\"group_col\" = \"p\".\"group_col\"\n AND \"hi\".\"rn\" = \"p\".\"upper_rn\"\n)\nSELECT\n \"group_col\" AS \"c4\",\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 \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"Uses the planned template with group_col=\"c4\" and measure_col=\"s3\". Because SQLite does not support PERCENTILE_CONT, this query emulates the 0.95 continuous percentile per group via window ordering and linear interpolation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ab04b27fa7f6abb1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45cbb11257a2e66e726242800425faa2fa7220c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=s1, measure_col=c4.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "s1", + "measure_col": "c4", + "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57f5a44998dfbdefd160e6bf98cc4788f8fa5934 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:00.690272+00:00", + "ended_at": "2026-05-19T16:07:03.824801+00:00", + "elapsed_ms": 3134.5, + "returncode": 1, + "prompt_metrics": { + "chars": 6320, + "bytes_utf8": 6320, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6291f027960a6b42c47a45a24131aef41cea9f56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:04.826405+00:00", + "ended_at": "2026-05-19T16:07:09.307771+00:00", + "elapsed_ms": 4481.33, + "returncode": 1, + "prompt_metrics": { + "chars": 6320, + "bytes_utf8": 6320, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fac534cc7005005036ae3e3646e248c61e830b91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=s2.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "s2", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fac534cc7005005036ae3e3646e248c61e830b91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=s2.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "s2", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e4ba150f6ffaa0bc4b934d9cf69cc6c8b2b36b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-945b-72b2-ad86-a16e692ca436"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d76fa77f644ed398b5c34112f3310603e5f21f59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-945b-72b2-ad86-a16e692ca436"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0319475ef617f3e1dce6fd187ac0bc90c55f2914 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-a475-7651-a184-de5b9c039e31"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4a0634dbe83cf2aecf5b670f4ce8b2847d3c428 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-a475-7651-a184-de5b9c039e31"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5c0fd64c69618fd856b0cf0b3b708ad4915d40d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:24.885952+00:00", + "ended_at": "2026-05-19T16:11:27.996631+00:00", + "elapsed_ms": 3110.64, + "returncode": 1, + "prompt_metrics": { + "chars": 6456, + "bytes_utf8": 6456, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..93d43cf424e3e1b5f04ff8634ec5d9fce61cbbf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:28.998967+00:00", + "ended_at": "2026-05-19T16:11:32.261594+00:00", + "elapsed_ms": 3262.57, + "returncode": 1, + "prompt_metrics": { + "chars": 6456, + "bytes_utf8": 6456, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ab09b685c0202ee4dffa8145af5cd4977032a60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=s3, measure_col=s4.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "s3", + "measure_col": "s4", + "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": 2.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ab09b685c0202ee4dffa8145af5cd4977032a60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=s3, measure_col=s4.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "s3", + "measure_col": "s4", + "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": 2.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e44caf5894256a86eb2e9fe9964a1cccd022ae5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-9c6b-7151-a946-6af9e4deae5d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a17f3bebc249252d21990ecc3c92e874f1c1080e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-9c6b-7151-a946-6af9e4deae5d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ead830dffa55d99648a400b83260228b586b9d35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ac7c-70e2-ba8c-86fd8e5cc7cc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5b0c4728fa34bb6246665ce4bfe95939197ea11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ac7c-70e2-ba8c-86fd8e5cc7cc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a06dfec744e1ac/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c6efae1fa6dc78dea30490316f3e31d7b9eb2b23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/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": "2026-05-19T16:04:43.066361+00:00", + "ended_at": "2026-05-19T16:04:46.486248+00:00", + "elapsed_ms": 3419.86, + "returncode": 1, + "prompt_metrics": { + "chars": 6624, + "bytes_utf8": 6624, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..33e68f15b9a112dca83bd7a0e1c24e2ae49d76b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/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": "2026-05-19T16:04:47.488977+00:00", + "ended_at": "2026-05-19T16:04:50.786887+00:00", + "elapsed_ms": 3297.84, + "returncode": 1, + "prompt_metrics": { + "chars": 6624, + "bytes_utf8": 6624, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2fac30488460089618b92182b923b03a2cdb023 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=class, condition_col=s2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "s2", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2fac30488460089618b92182b923b03a2cdb023 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=class, condition_col=s2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "s2", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4041c0b5d94e53977b7e74627fca9c29c188ed95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-7b06-73e0-bf26-a109dbfba93c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcbb7749df2f5806cc887ebf1061273f50e17d94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-7b06-73e0-bf26-a109dbfba93c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59702780122ba94bafe0c5765a91dcb30dca7939 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-8c11-7102-9619-50f9e381011a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aac5508e2e302ccca37b39c2abbb2b2d3675755a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-8c11-7102-9619-50f9e381011a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2062dfc35577de3bec0597aa21f7a0f1e8d0b078 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6778, "bytes_utf8": 6778, "lines": 230, "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": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14266, "cached_input_tokens": 12032, "output_tokens": 679, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e5c31e73a3bcca9d510b3553cd08f22b4cb35a8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_cadaed448e093cc0", + "api_calls": 0, + "input_tokens": 14266, + "cached_input_tokens": 12032, + "output_tokens": 679, + "total_tokens": 14945, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13932.02, + "sql_execution_elapsed_ms_total": 1002.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff8b531f471d258dc9eda4932dc15a25133309cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/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": "2026-05-19T15:40:46.402675+00:00", + "ended_at": "2026-05-19T15:41:00.334721+00:00", + "elapsed_ms": 13932.02, + "prompt_metrics": { + "chars": 6778, + "bytes_utf8": 6778, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 882, + "bytes_utf8": 882, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 498, + "bytes_utf8": 498, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14266, + "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_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aed94830f9cce597e23707e63793ef84e0f1090f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=s1, measure_col=c2.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "s1", + "measure_col": "c2", + "item_col": "c1", + "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": 11.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..984f8d35c7f4247c9af29160bb4c05ffe8294495 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-8eaa-7141-a503-e29070a04689"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"s1\\\", \\\"c1\\\",\\n SUM(CAST(\\\"c2\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"c2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"c2\\\" AS REAL))) OVER (PARTITION BY \\\"s1\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\", \\\"c1\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"s1\\\", item_col=\\\"c1\\\", and measure_col=\\\"c2\\\". Cast \\\"c2\\\" from TEXT to REAL so SQLite can aggregate it numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14266,"cached_input_tokens":12032,"output_tokens":679,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4ad525365f5b45d9e424e36f029cf6896eeef16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"s1\", \"c1\",\n SUM(CAST(\"c2\" AS REAL)) AS total_measure,\n SUM(CAST(\"c2\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"c2\" AS REAL))) OVER (PARTITION BY \"s1\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"s1\", \"c1\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"s1\", item_col=\"c1\", and measure_col=\"c2\". Cast \"c2\" from TEXT to REAL so SQLite can aggregate it numerically."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87fbf4d37f478da25b78fcec03188994c1be6539 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6624, "bytes_utf8": 6624, "lines": 231, "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": 6624, "bytes_utf8": 6624, "lines": 231, "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": 301, "bytes_utf8": 301, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14207, "cached_input_tokens": 12032, "output_tokens": 352, "reasoning_output_tokens": 254}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1ceffe7ebabf75e8e1b4f548d0234680ab44b5ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_cc8b22c6f37d2499", + "api_calls": 0, + "input_tokens": 14207, + "cached_input_tokens": 12032, + "output_tokens": 352, + "total_tokens": 14559, + "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": 15035.22, + "sql_execution_elapsed_ms_total": 519.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b78cb406fd573bc90722dc2cc3c46b6414770117 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/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": "2026-05-19T16:03:55.973862+00:00", + "ended_at": "2026-05-19T16:04:02.060407+00:00", + "elapsed_ms": 6086.52, + "returncode": 1, + "prompt_metrics": { + "chars": 6624, + "bytes_utf8": 6624, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8eb6da8fa773e5eb0a159a1f3b839ed678aeec8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/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": "2026-05-19T16:04:03.062114+00:00", + "ended_at": "2026-05-19T16:04:12.010860+00:00", + "elapsed_ms": 8948.7, + "prompt_metrics": { + "chars": 6624, + "bytes_utf8": 6624, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 664, + "bytes_utf8": 664, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 301, + "bytes_utf8": 301, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14207, + "cached_input_tokens": 12032, + "output_tokens": 352, + "reasoning_output_tokens": 254 + } + }, + "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_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2e50f8002e67a1d33b6a33bfc8a120c1c2358aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=s5, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "s5", + "condition_col": "class", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2e50f8002e67a1d33b6a33bfc8a120c1c2358aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=s5, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "s5", + "condition_col": "class", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db6125e8983174b6048650441f373ae30d900984 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-c2e1-75a3-8f0c-59336315359b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4561edb535614e7e1318e76b5fd83e50d786b97f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-c2e1-75a3-8f0c-59336315359b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..865a3dc92b087fe7fa59e0a6e9895f6b82cafeb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-de7e-7703-baa5-8a3fc847cf16"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"s5\\\",\\n AVG(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s5\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Grouped by \\\"s5\\\" and computed the share of rows where \\\"class\\\" equals '1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14207,"cached_input_tokens":12032,"output_tokens":352,"reasoning_output_tokens":254}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c31a512df77b71574120ab0f8cd4da0fbf2e055c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"s5\",\n AVG(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c10\"\nGROUP BY \"s5\"\nORDER BY \"condition_rate\" DESC;","notes":"Grouped by \"s5\" and computed the share of rows where \"class\" equals '1'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cc8b22c6f37d2499/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9cee142e1283e2dc260e6d8fdee405501d706ec9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6374, "bytes_utf8": 6374, "lines": 228, "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": 14147, "cached_input_tokens": 12032, "output_tokens": 327, "reasoning_output_tokens": 214}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..08ff4e4b51ca56b3b0ea08f1031ce83831d430d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:37.662979+00:00", + "ended_at": "2026-05-19T16:07:40.673053+00:00", + "elapsed_ms": 3010.04, + "returncode": 1, + "prompt_metrics": { + "chars": 6319, + "bytes_utf8": 6319, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa31f890db280e84ec4d9a99eec51fffdb35db56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:41.674760+00:00", + "ended_at": "2026-05-19T16:07:45.906499+00:00", + "elapsed_ms": 4231.71, + "returncode": 1, + "prompt_metrics": { + "chars": 6319, + "bytes_utf8": 6319, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ad43084d35658eb8c6364911188972b1493f474 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=c3.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "c3", + "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ad43084d35658eb8c6364911188972b1493f474 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=c3.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "c3", + "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a9c2cc7500982ff7ed05d246e9129cf402ce1bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-24c5-7133-9442-5fffba8e1543"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54defd6b8afc122311d24ce1a5d5163ba0bb7550 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-24c5-7133-9442-5fffba8e1543"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6946810dce5953fb29a669cf9f6b7bbd7a963f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-3483-7a90-9452-f69ae1e20e10"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e6b97b16f1753999cf63b2106b3b8d5ec014d7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-3483-7a90-9452-f69ae1e20e10"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..67225485d8e0907ad82a4e9be7d7b29fec0cf2a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:55.522146+00:00", + "ended_at": "2026-05-19T16:10:59.109809+00:00", + "elapsed_ms": 3587.63, + "returncode": 1, + "prompt_metrics": { + "chars": 6456, + "bytes_utf8": 6456, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20fe083b2995e9880af7c16b41c8e686d83edf13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:00.111414+00:00", + "ended_at": "2026-05-19T16:11:03.244725+00:00", + "elapsed_ms": 3133.28, + "returncode": 1, + "prompt_metrics": { + "chars": 6456, + "bytes_utf8": 6456, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28700e9ac9ca345ecb67bbcc384ac032f763fc85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=s2, measure_col=s3.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "s2", + "measure_col": "s3", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..28700e9ac9ca345ecb67bbcc384ac032f763fc85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=s2, measure_col=s3.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "s2", + "measure_col": "s3", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..795869bd5f0fbe20bae7881dcd683f5621f3cd08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-2995-79b3-954c-03c7ee23140f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27ed796008c526d35fd52a54aa03016ece3868b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-2995-79b3-954c-03c7ee23140f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..848d3432f17109fa97202ab53b5df78b4263fb19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-3b83-7991-9d45-5ead2f3922d3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c9a26ab726348dfd54f9c8ec7bd0be39a30fe94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-3b83-7991-9d45-5ead2f3922d3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d08c140d4b1c202c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..860ae9412228001790073428e9c4eeb9fbb3d6f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6934, "bytes_utf8": 6934, "lines": 228, "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": 598, "bytes_utf8": 598, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14284, "cached_input_tokens": 12032, "output_tokens": 658, "reasoning_output_tokens": 494}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..36b05be1af8f6dd9a7295db917fc6b2f5df051d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_d0d716996b610955", + "api_calls": 0, + "input_tokens": 14284, + "cached_input_tokens": 12032, + "output_tokens": 658, + "total_tokens": 14942, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13596.87, + "sql_execution_elapsed_ms_total": 469.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d66695ec04e68a3d0382086031908a98abec161e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:04.107620+00:00", + "ended_at": "2026-05-19T15:50:17.704521+00:00", + "elapsed_ms": 13596.87, + "prompt_metrics": { + "chars": 6934, + "bytes_utf8": 6934, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 969, + "bytes_utf8": 969, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 598, + "bytes_utf8": 598, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14284, + "cached_input_tokens": 12032, + "output_tokens": 658, + "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_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..608791bc7c326f599ad78a438924fe74ebe60816 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=class, measure_col=s4.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "class", + "measure_col": "s4", + "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": 2.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa11910eb1cf05c2eea4c54f1c0440ac23477d68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-1154-7443-8309-76f8a611dcac"} +{"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 \\\"class\\\", SUM(CAST(\\\"s4\\\" AS REAL)) AS group_value\\n FROM \\\"c10\\\"\\n GROUP BY \\\"class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"class\\\", 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=\\\"class\\\" and measure_col=\\\"s4\\\". Cast \\\"s4\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14284,"cached_input_tokens":12032,"output_tokens":658,"reasoning_output_tokens":494}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef6abcef3b36243fc7ece2a668de1508948457ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"class\", SUM(CAST(\"s4\" AS REAL)) AS group_value\n FROM \"c10\"\n GROUP BY \"class\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"class\", 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=\"class\" and measure_col=\"s4\". Cast \"s4\" 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_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d0d716996b610955/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf12065d6b09ce52d858c56235c90dcf4cb7c563 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6548, "bytes_utf8": 6548, "lines": 228, "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": 6548, "bytes_utf8": 6548, "lines": 228, "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": 1820, "bytes_utf8": 1820, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 13696, "output_tokens": 3778, "reasoning_output_tokens": 3150}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c47189e97cbd355681b6f91aa18b785186c24082 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_ddab2b9f33bbf9c4", + "api_calls": 0, + "input_tokens": 14185, + "cached_input_tokens": 13696, + "output_tokens": 3778, + "total_tokens": 17963, + "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": 56585.42, + "sql_execution_elapsed_ms_total": 5245.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2613cf9021336f9ed0e404e394c3794aab58a73b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/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": "2026-05-19T15:57:21.131986+00:00", + "ended_at": "2026-05-19T15:57:24.460975+00:00", + "elapsed_ms": 3328.96, + "returncode": 1, + "prompt_metrics": { + "chars": 6548, + "bytes_utf8": 6548, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..14a69492da1d72185e9833fe5bdfbceb3ecf17f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/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": "2026-05-19T15:57:25.462937+00:00", + "ended_at": "2026-05-19T15:58:18.719444+00:00", + "elapsed_ms": 53256.46, + "prompt_metrics": { + "chars": 6548, + "bytes_utf8": 6548, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2493, + "bytes_utf8": 2493, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1820, + "bytes_utf8": 1820, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14185, + "cached_input_tokens": 13696, + "output_tokens": 3778, + "reasoning_output_tokens": 3150 + } + }, + "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_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a46d637717d3acd1796f9f2d9fbc1d5ac4f52389 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=c1, measure_col=c5.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "c1", + "measure_col": "c5", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a46d637717d3acd1796f9f2d9fbc1d5ac4f52389 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=c1, measure_col=c5.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "c1", + "measure_col": "c5", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4815723d6776531f97cacbb639f275df0cbe4ab3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-bc7d-7e83-844f-24272baed7af"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01bc3eacd1fe5baf02cd3db993248b574a59c971 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-bc7d-7e83-844f-24272baed7af"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..624ac8b993e1481e46352a7a6e9775dfcf508b42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-cd8b-7980-b1ac-9a6147a74aa6"} +{"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 \\\"c1\\\",\\n CAST(\\\"c5\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"c1\\\"\\n ORDER BY CAST(\\\"c5\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"c1\\\") AS \\\"cnt\\\"\\n FROM \\\"c10\\\"\\n WHERE \\\"c1\\\" IS NOT NULL\\n AND \\\"c5\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"c1\\\",\\n MAX(\\\"cnt\\\") AS \\\"cnt\\\",\\n 1.0 + (0.9 * (MAX(\\\"cnt\\\") - 1)) AS \\\"pos\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"c1\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"c1\\\",\\n \\\"cnt\\\",\\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 \\\"params\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"c1\\\",\\n b.\\\"cnt\\\",\\n b.\\\"pos\\\",\\n b.\\\"lower_rn\\\",\\n b.\\\"upper_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN r.\\\"measure\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"upper_rn\\\" THEN r.\\\"measure\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"bounds\\\" AS b\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"c1\\\" = b.\\\"c1\\\"\\n GROUP BY\\n b.\\\"c1\\\",\\n b.\\\"cnt\\\",\\n b.\\\"pos\\\",\\n b.\\\"lower_rn\\\",\\n b.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"c1\\\",\\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 \\\"picked\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"c1\\\";\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.9 percentile for each \\\"c1\\\" group by linearly interpolating ordered CAST(\\\"c5\\\" AS REAL) values. It also applies the bound minimum group size filter of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14185,"cached_input_tokens":13696,"output_tokens":3778,"reasoning_output_tokens":3150}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8420ab4540afaf791e14c2102626c59a8013233 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"c1\",\n CAST(\"c5\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"c1\"\n ORDER BY CAST(\"c5\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"c1\") AS \"cnt\"\n FROM \"c10\"\n WHERE \"c1\" IS NOT NULL\n AND \"c5\" IS NOT NULL\n),\n\"params\" AS (\n SELECT\n \"c1\",\n MAX(\"cnt\") AS \"cnt\",\n 1.0 + (0.9 * (MAX(\"cnt\") - 1)) AS \"pos\"\n FROM \"ranked\"\n GROUP BY \"c1\"\n),\n\"bounds\" AS (\n SELECT\n \"c1\",\n \"cnt\",\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 \"params\"\n),\n\"picked\" AS (\n SELECT\n b.\"c1\",\n b.\"cnt\",\n b.\"pos\",\n b.\"lower_rn\",\n b.\"upper_rn\",\n MAX(CASE WHEN r.\"rn\" = b.\"lower_rn\" THEN r.\"measure\" END) AS \"lower_val\",\n MAX(CASE WHEN r.\"rn\" = b.\"upper_rn\" THEN r.\"measure\" END) AS \"upper_val\"\n FROM \"bounds\" AS b\n JOIN \"ranked\" AS r\n ON r.\"c1\" = b.\"c1\"\n GROUP BY\n b.\"c1\",\n b.\"cnt\",\n b.\"pos\",\n b.\"lower_rn\",\n b.\"upper_rn\"\n)\nSELECT\n \"c1\",\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 \"picked\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC, \"c1\";","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.9 percentile for each \"c1\" group by linearly interpolating ordered CAST(\"c5\" AS REAL) values. It also applies the bound minimum group size filter of 5."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a16e0ebd66f68f08c2d91f248b322de03ce9e62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6371, "bytes_utf8": 6371, "lines": 226, "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": 319, "bytes_utf8": 319, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14156, "cached_input_tokens": 12032, "output_tokens": 230, "reasoning_output_tokens": 133}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bb272f18c72044051bdde162fa63d2086f20210f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_e92d158395756316", + "api_calls": 0, + "input_tokens": 14156, + "cached_input_tokens": 12032, + "output_tokens": 230, + "total_tokens": 14386, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7721.09, + "sql_execution_elapsed_ms_total": 384.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d70737908a1616a838e462fafe452d4b565a3f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/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": "2026-05-19T16:08:17.059174+00:00", + "ended_at": "2026-05-19T16:08:24.780295+00:00", + "elapsed_ms": 7721.09, + "prompt_metrics": { + "chars": 6371, + "bytes_utf8": 6371, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 672, + "bytes_utf8": 672, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 319, + "bytes_utf8": 319, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14156, + "cached_input_tokens": 12032, + "output_tokens": 230, + "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_a/c10/artifacts/v2q_c10_e92d158395756316/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..650a68f17cd2278dd328ae1b87969924abcfc5e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=s1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "s1", + "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": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_e92d158395756316/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c336d9f7c23940af66c01fbe1bcb7a8b0ee8b458 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-be98-7dc1-91f6-a1f45c557df9"} +{"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 \\\"s1\\\",\\n COUNT(*) AS support\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\"\\nORDER BY support ASC, \\\"s1\\\"\\nLIMIT 11;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"s1\\\" to return the least-supported s1 groups by row count.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14156,"cached_input_tokens":12032,"output_tokens":230,"reasoning_output_tokens":133}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be9cda19ffa5f49bbedbb27a6f34e1cc12d2d67f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"s1\",\n COUNT(*) AS support\nFROM \"c10\"\nGROUP BY \"s1\"\nORDER BY support ASC, \"s1\"\nLIMIT 11;","notes":"Applies the Low-Support Group Count template with group_col bound to \"s1\" to return the least-supported s1 groups by row count."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a43a4a183dc0f3f39ffc7269aa7984f527d156a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:17.756796+00:00", + "ended_at": "2026-05-19T16:11:20.804821+00:00", + "elapsed_ms": 3047.99, + "returncode": 1, + "prompt_metrics": { + "chars": 6457, + "bytes_utf8": 6457, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..657e14146b2b7191b72c3b645d9c3159f2558006 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:21.806665+00:00", + "ended_at": "2026-05-19T16:11:24.868092+00:00", + "elapsed_ms": 3061.3, + "returncode": 1, + "prompt_metrics": { + "chars": 6457, + "bytes_utf8": 6457, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..010bda582dc992e46d6289a260e89f7c625a178e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=s3, measure_col=s4.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "s3", + "measure_col": "s4", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..010bda582dc992e46d6289a260e89f7c625a178e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=s3, measure_col=s4.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "s3", + "measure_col": "s4", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a77140123b8ded7b586849ab0b71b6cfee885c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-8073-7a72-bb02-0bff182adee4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68e5149aea0ceb51a212d5b6c0601b8d73419a1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-8073-7a72-bb02-0bff182adee4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ea114ade590451c8aadbc22ccd899c935772835 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-9045-7031-bdb0-72dcfdfa1939"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..11f21c237a8bc06bd3734cc7f31898152ebe6853 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-9045-7031-bdb0-72dcfdfa1939"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..29385d848ce32131525a62824966e5842f66c425 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:40.655803+00:00", + "ended_at": "2026-05-19T16:10:44.796478+00:00", + "elapsed_ms": 4140.64, + "returncode": 1, + "prompt_metrics": { + "chars": 6458, + "bytes_utf8": 6458, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fcf6b83ba61f93a72fea3f424db346cf096d97f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:45.798241+00:00", + "ended_at": "2026-05-19T16:10:48.679334+00:00", + "elapsed_ms": 2881.06, + "returncode": 1, + "prompt_metrics": { + "chars": 6458, + "bytes_utf8": 6458, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0519903c2cc40e53b19fc19ccf90c8496ca35274 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=c1, measure_col=c2.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "c1", + "measure_col": "c2", + "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": 11.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0519903c2cc40e53b19fc19ccf90c8496ca35274 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=c1, measure_col=c2.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "c1", + "measure_col": "c2", + "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": 11.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a15b73e7886a87bf3cc4598d11eb426c9a8a7df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-ef83-7643-a67b-1cdbf87b92f3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d4e0cd02785fd6857a7d990cc5f6056637914c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-ef83-7643-a67b-1cdbf87b92f3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b78052fe4cc1370ac57d26134b70c80ceab66c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-03b9-7762-a010-e366c2814244"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa20da2737c7dfdf06689e071710e99ef8f3bd77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-03b9-7762-a010-e366c2814244"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7855fa11054c69472041826a6e58a7936828428f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6928, "bytes_utf8": 6928, "lines": 228, "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": 604, "bytes_utf8": 604, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14285, "cached_input_tokens": 13696, "output_tokens": 411, "reasoning_output_tokens": 240}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8b3b22be3ba042f41cb69001c9ff0aec0c108250 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_ed7a8b57363cbf51", + "api_calls": 0, + "input_tokens": 14285, + "cached_input_tokens": 13696, + "output_tokens": 411, + "total_tokens": 14696, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13102.17, + "sql_execution_elapsed_ms_total": 664.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6e7c615330bfa9626be8bb35a684203054439988 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:57.900320+00:00", + "ended_at": "2026-05-19T15:51:11.002533+00:00", + "elapsed_ms": 13102.17, + "prompt_metrics": { + "chars": 6928, + "bytes_utf8": 6928, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 975, + "bytes_utf8": 975, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 604, + "bytes_utf8": 604, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14285, + "cached_input_tokens": 13696, + "output_tokens": 411, + "reasoning_output_tokens": 240 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99e6dcfa714336bef9e9abfbcff51398f744afb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=c1, measure_col=s5.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "c1", + "measure_col": "s5", + "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": 2.98, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42f46fd16c1dbd014cdbcffe2abd0890f8c0b1a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-e38a-7d42-a171-96e8a0d2dd74"} +{"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 \\\"c1\\\", SUM(CAST(\\\"s5\\\" AS REAL)) AS group_value\\n FROM \\\"c10\\\"\\n GROUP BY \\\"c1\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"c1\\\", 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=\\\"c1\\\" and measure_col=\\\"s5\\\". CAST(\\\"s5\\\" AS REAL) is used because the schema stores fields as TEXT, while SUM requires numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14285,"cached_input_tokens":13696,"output_tokens":411,"reasoning_output_tokens":240}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff076137b59fe1dae4ef24a27d109988ff72f2b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"c1\", SUM(CAST(\"s5\" AS REAL)) AS group_value\n FROM \"c10\"\n GROUP BY \"c1\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"c1\", 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=\"c1\" and measure_col=\"s5\". CAST(\"s5\" AS REAL) is used because the schema stores fields as TEXT, while SUM requires numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed7a8b57363cbf51/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da1ad62a50f0c7127d0d728bd81d48a5d82d0c99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6927, "bytes_utf8": 6927, "lines": 228, "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": 605, "bytes_utf8": 605, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14283, "cached_input_tokens": 13696, "output_tokens": 557, "reasoning_output_tokens": 385}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d81cdf3a94a01e213afdde6841f7c1bb4aa382e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6627, "bytes_utf8": 6627, "lines": 231, "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": 472, "bytes_utf8": 472, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14208, "cached_input_tokens": 12032, "output_tokens": 409, "reasoning_output_tokens": 282}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..61611b61d0ab4c5722caa5a43420577fdb4c07e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_f13e0e6602b85f7a", + "api_calls": 0, + "input_tokens": 14208, + "cached_input_tokens": 12032, + "output_tokens": 409, + "total_tokens": 14617, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10404.55, + "sql_execution_elapsed_ms_total": 563.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb9fc2acc40a876787ce487950d5bc1b5ec807c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/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": "2026-05-19T16:03:44.985821+00:00", + "ended_at": "2026-05-19T16:03:55.390401+00:00", + "elapsed_ms": 10404.55, + "prompt_metrics": { + "chars": 6627, + "bytes_utf8": 6627, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 835, + "bytes_utf8": 835, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 472, + "bytes_utf8": 472, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14208, + "cached_input_tokens": 12032, + "output_tokens": 409, + "reasoning_output_tokens": 282 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9ab8e794225671d8a60f637589602cbc7660e12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=s5, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "s5", + "condition_col": "class", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf4d2d491c6600803cd3d3297daea321022a9162 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-9805-79d2-a5f8-9aa00ee17970"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"s5\\\",\\n AVG(CASE WHEN \\\"class\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s5\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col=\\\"s5\\\" and condition_col=\\\"class\\\", computing the within-group proportion where \\\"class\\\" = '0'. The comparison uses text literal '0' because the schema snapshot shows \\\"class\\\" is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14208,"cached_input_tokens":12032,"output_tokens":409,"reasoning_output_tokens":282}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e11b6f3c6be958296d06ffd158c9eb091f8a9f5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"s5\",\n AVG(CASE WHEN \"class\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c10\"\nGROUP BY \"s5\"\nORDER BY condition_rate DESC;","notes":"Applied the Grouped Condition Rate template with group_col=\"s5\" and condition_col=\"class\", computing the within-group proportion where \"class\" = '0'. The comparison uses text literal '0' because the schema snapshot shows \"class\" is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f13e0e6602b85f7a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..926570968e8c44768a6f1f0ba91001b598caffc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6554, "bytes_utf8": 6554, "lines": 226, "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": 14201, "cached_input_tokens": 13696, "output_tokens": 536, "reasoning_output_tokens": 381}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..62ea53a6b1b69b9d79cf2062138be3631052ee8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_f2590e155901b642", + "api_calls": 0, + "input_tokens": 14201, + "cached_input_tokens": 13696, + "output_tokens": 536, + "total_tokens": 14737, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11099.54, + "sql_execution_elapsed_ms_total": 1382.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf09906a6109ba22dd82ca6afd202127554cd12b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/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": "2026-05-19T15:47:55.190225+00:00", + "ended_at": "2026-05-19T15:48:06.289807+00:00", + "elapsed_ms": 11099.54, + "prompt_metrics": { + "chars": 6554, + "bytes_utf8": 6554, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 883, + "bytes_utf8": 883, + "lines": 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": 14201, + "cached_input_tokens": 13696, + "output_tokens": 536, + "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_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e3e18046d221eed0577081bf1c56b3817a1ffb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=s5.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "s5", + "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": 3.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..408f371ff77bbc6d07fa0a2c606c0cda80326032 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-1a2b-7410-b315-1b696eb670ec"} +{"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(\\\"s5\\\" AS INTEGER) AS \\\"s5\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"s5\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c10\\\"\\n)\\nSELECT \\\"s5\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"s5\\\" DESC;\",\"notes\":\"Used the Quantile Tail Slice template with measure_col bound to \\\"s5\\\" and num_tiles=10. Cast \\\"s5\\\" to INTEGER because the schema stores numeric-discrete fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14201,"cached_input_tokens":13696,"output_tokens":536,"reasoning_output_tokens":381}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..288b0f398cf6eb585bbf644eebdc1801bce3db78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n CAST(\"s5\" AS INTEGER) AS \"s5\",\n NTILE(10) OVER (ORDER BY CAST(\"s5\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"c10\"\n)\nSELECT \"s5\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"s5\" DESC;","notes":"Used the Quantile Tail Slice template with measure_col bound to \"s5\" and num_tiles=10. Cast \"s5\" to INTEGER because the schema stores numeric-discrete fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01b1b8b39d89ce334bff24c61d43a64d569efff0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7176, "bytes_utf8": 7176, "lines": 231, "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": 14356, "cached_input_tokens": 13696, "output_tokens": 523, "reasoning_output_tokens": 327}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..242bddcf23fdff1aed9a145cd380025c0af3ccee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_f6fe13b810157e4b", + "api_calls": 0, + "input_tokens": 14356, + "cached_input_tokens": 13696, + "output_tokens": 523, + "total_tokens": 14879, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14446.12, + "sql_execution_elapsed_ms_total": 513.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..efb90a494019a646a88b07b499f59c586a09c1b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/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": "2026-05-19T15:42:22.379974+00:00", + "ended_at": "2026-05-19T15:42:36.826147+00:00", + "elapsed_ms": 14446.12, + "prompt_metrics": { + "chars": 7176, + "bytes_utf8": 7176, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1033, + "bytes_utf8": 1033, + "lines": 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": 14356, + "cached_input_tokens": 13696, + "output_tokens": 523, + "reasoning_output_tokens": 327 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57772312da777d18dcfcfd8213eb8b26be58f768 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=s4, condition_col=s3.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "s4", + "condition_col": "s3", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb12067f2020ea3536530fd3dff832ad63bb8bc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-05a9-7500-bb5d-97b6d2076012"} +{"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 \\\"s4\\\",\\n SUM(CASE WHEN \\\"s3\\\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"s3\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c10\\\"\\n GROUP BY \\\"s4\\\"\\n)\\nSELECT \\\"s4\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the planned grouped-ratio template with group_col=\\\"s4\\\" and condition_col=\\\"s3\\\", comparing the count of rows where \\\"s3\\\"='2' against the count where \\\"s3\\\"='1' within each \\\"s4\\\" group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14356,"cached_input_tokens":13696,"output_tokens":523,"reasoning_output_tokens":327}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2ddbd83ac6a86b8e53e1eed590117da5b7d12c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"s4\",\n SUM(CASE WHEN \"s3\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"s3\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c10\"\n GROUP BY \"s4\"\n)\nSELECT \"s4\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the planned grouped-ratio template with group_col=\"s4\" and condition_col=\"s3\", comparing the count of rows where \"s3\"='2' against the count where \"s3\"='1' within each \"s4\" group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b3413b1727907363087eb08b57c767be616090c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:54.430327+00:00", + "ended_at": "2026-05-19T16:08:57.196603+00:00", + "elapsed_ms": 2766.24, + "returncode": 1, + "prompt_metrics": { + "chars": 6372, + "bytes_utf8": 6372, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..677850a0529f499a5e7ff1c7850ec56d52ac1952 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:58.199133+00:00", + "ended_at": "2026-05-19T16:09:02.886498+00:00", + "elapsed_ms": 4687.34, + "returncode": 1, + "prompt_metrics": { + "chars": 6372, + "bytes_utf8": 6372, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..688199ca321cab9a6686a9cdfffd7a7291c9ac79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=s2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "s2", + "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": 12.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..688199ca321cab9a6686a9cdfffd7a7291c9ac79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=s2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "s2", + "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": 12.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab243091420f3373b8e3edf1b0ff95fa45f030f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-5093-7401-bdf2-49569cde2134"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20dcb3d09f6081d563fe055d51790bfa3f5ceb90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-5093-7401-bdf2-49569cde2134"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9d3f803dde4171ce24a347957955c3f521d7eb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-5f52-78e0-9b7c-5456fc1756cb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..deb1ee98ec39f4d64e7aaa1b18ec1b614dac8631 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-5f52-78e0-9b7c-5456fc1756cb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fca669641e977dac/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4492919e801659a95c0f2853b439ca6f9d8285d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6552, "bytes_utf8": 6552, "lines": 226, "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": 14201, "cached_input_tokens": 12032, "output_tokens": 483, "reasoning_output_tokens": 341}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..21bf1327ff2c000fde89a0ebf38cbcddfe343d23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/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": "c10", + "model": "v2-cli:codex", + "run_id": "v2q_c10_fe5c71022ed4db07", + "api_calls": 0, + "input_tokens": 14201, + "cached_input_tokens": 12032, + "output_tokens": 483, + "total_tokens": 14684, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15938.58, + "sql_execution_elapsed_ms_total": 1410.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9efefe1ea34b80d007a7d4500214023c89568ce3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/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": "2026-05-19T15:46:09.379776+00:00", + "ended_at": "2026-05-19T15:46:25.318386+00:00", + "elapsed_ms": 15938.58, + "prompt_metrics": { + "chars": 6552, + "bytes_utf8": 6552, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1183, + "bytes_utf8": 1183, + "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": 479, + "bytes_utf8": 479, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14201, + "cached_input_tokens": 12032, + "output_tokens": 483, + "reasoning_output_tokens": 341 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b5134f9700618736f04a33d33893775eb2517a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=c1.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "c1", + "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": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ce188eb0f7cd1fcc296eeafc48985ec834e5ffa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ea-7c68-7033-8e0e-e256041455ae"} +{"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 14836. Please try again in 445ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"c1\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"c1\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c10\\\"\\n)\\nSELECT \\\"c1\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"c1\\\" AS INTEGER) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"c1\\\" and num_tiles=10. CAST is used for numeric ordering because the SQLite schema stores \\\"c1\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14201,"cached_input_tokens":12032,"output_tokens":483,"reasoning_output_tokens":341}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f2b0b5ac6ae489c2af0885fe39a3f63e773f06a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"c1\",\n NTILE(10) OVER (ORDER BY CAST(\"c1\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"c10\"\n)\nSELECT \"c1\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"c1\" AS INTEGER) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"c1\" and num_tiles=10. CAST is used for numeric ordering because the SQLite schema stores \"c1\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..17effd2cd836fcd4e8258f969babc1a8a807c4a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:32.550045+00:00", + "ended_at": "2026-05-19T16:09:35.470796+00:00", + "elapsed_ms": 2920.72, + "returncode": 1, + "prompt_metrics": { + "chars": 6374, + "bytes_utf8": 6374, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f165441410d3503146360c8f71bec2f2f05d6644 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:36.473602+00:00", + "ended_at": "2026-05-19T16:09:39.327086+00:00", + "elapsed_ms": 2853.43, + "returncode": 1, + "prompt_metrics": { + "chars": 6374, + "bytes_utf8": 6374, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 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_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d55901c9f640490e2dc578f0ed31360883813303 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=s3.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "s3", + "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d55901c9f640490e2dc578f0ed31360883813303 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c10 +- dataset_name: Poker Hand +- table_name: c10 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 1025010 +- important_fields: +- s1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s1. +- c1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c1. +- s2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s2. +- c2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c2. +- s3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s3. +- c3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c3. +- s4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s4. +- c4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c4. +- s5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for s5. +- c5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for c5. +- class: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['s1', 'c1', 'class'], ['s1', 's1', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/158/poker+hand + +SQLite schema snapshot: +{ + "table_name": "c10", + "quoted_table_name": "\"c10\"", + "row_count": 1025010, + "columns": [ + { + "name": "s1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "s5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "c5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "s1": "1", + "c1": "1", + "s2": "1", + "c2": "13", + "s3": "2", + "c3": "4", + "s4": "2", + "c4": "3", + "s5": "1", + "c5": "12", + "class": "0" + }, + { + "s1": "3", + "c1": "12", + "s2": "3", + "c2": "2", + "s3": "3", + "c3": "11", + "s4": "4", + "c4": "5", + "s5": "2", + "c5": "5", + "class": "1" + }, + { + "s1": "1", + "c1": "9", + "s2": "4", + "c2": "6", + "s3": "1", + "c3": "4", + "s4": "3", + "c4": "2", + "s5": "3", + "c5": "9", + "class": "1" + }, + { + "s1": "1", + "c1": "4", + "s2": "3", + "c2": "13", + "s3": "2", + "c3": "13", + "s4": "2", + "c4": "1", + "s5": "3", + "c5": "6", + "class": "1" + }, + { + "s1": "3", + "c1": "10", + "s2": "2", + "c2": "7", + "s3": "1", + "c3": "2", + "s4": "2", + "c4": "11", + "s5": "4", + "c5": "9", + "class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c10", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=s3.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "s3", + "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a6ff1a5c29c7d42bc7a4837f278e896f24ab989 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-e58f-7e91-b935-dcfc216d68aa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fadd052561a741dd0a25de6b2e9a8ca948ee71d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-e58f-7e91-b935-dcfc216d68aa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b783b2fcf50d1069b2dafc669c2e09519e33e1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-f519-7010-af99-c5a59bd3043b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa984a2e045a424d316bc701a8dd76086a5e683f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-f519-7010-af99-c5a59bd3043b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ff9418d22be5fa2b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_00ffe5b96316b6f4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_00ffe5b96316b6f4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..890fe0e33215a97100a9cc33d0eff62edd24236e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_00ffe5b96316b6f4/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:16:51.985287+00:00", + "ended_at": "2026-05-19T16:17:03.028413+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_00ffe5b96316b6f4", + "problem_id": "v2p_n8_b4b0f372f739a5b6", + "dataset_id": "n8", + "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=feature_465, condition_col=label_2.", + "bindings": { + "group_col": "feature_465", + "condition_col": "label_2", + "condition_value": "\"03/09/2008", + "positive_value": "\"23/09/2008", + "negative_value": "\"03/09/2008", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9824, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=104" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_00ffe5b96316b6f4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_00ffe5b96316b6f4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47da0f8c573c4f64dad0dc08464f840d9a7220e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_00ffe5b96316b6f4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:55.988895+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3968.78, "started_at": "2026-05-19T16:16:52.018472+00:00", "ended_at": "2026-05-19T16:16:55.987302+00:00", "prompt_metrics": {"chars": 254864, "bytes_utf8": 254864, "lines": 7215, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-9af6-7462-a2fb-6e055aee3c1a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:17:03.028297+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6025.84, "started_at": "2026-05-19T16:16:57.000568+00:00", "ended_at": "2026-05-19T16:17:03.026474+00:00", "prompt_metrics": {"chars": 254864, "bytes_utf8": 254864, "lines": 7215, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-ae37-7a40-b723-db8eac507fd6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_01c0636b504d0551/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_01c0636b504d0551/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..527093b8ed5b9ea7b53557fd2d0388a14398174a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_01c0636b504d0551/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:22:43.738656+00:00", + "ended_at": "2026-05-19T16:22:52.780494+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_01c0636b504d0551", + "problem_id": "v2p_n8_dd6fe2fdc7a421c3", + "dataset_id": "n8", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=label_1, measure_col=feature_143.", + "bindings": { + "group_col": "label_1", + "measure_col": "feature_143", + "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": 6.58, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_01c0636b504d0551/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_01c0636b504d0551/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0bc5e13302abcdbef79b2d07b2bd2ad903b183ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_01c0636b504d0551/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:47.818208+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4030.64, "started_at": "2026-05-19T16:22:43.785666+00:00", "ended_at": "2026-05-19T16:22:47.816349+00:00", "prompt_metrics": {"chars": 254668, "bytes_utf8": 254668, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-f8b0-7921-8717-877447cc93d9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:22:52.780367+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3947.32, "started_at": "2026-05-19T16:22:48.830223+00:00", "ended_at": "2026-05-19T16:22:52.777601+00:00", "prompt_metrics": {"chars": 254668, "bytes_utf8": 254668, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-0c86-7cc2-81e0-7349e5008e21\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0240fe36d3171065/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0240fe36d3171065/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f0773fa155793c1d0b87d4c0868f0df3c5adebc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0240fe36d3171065/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:33:13.767138+00:00", + "ended_at": "2026-05-19T15:35:04.383204+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_0240fe36d3171065", + "problem_id": "v2p_n8_46b86d9307e46f30", + "dataset_id": "n8", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_50, measure_col=feature_4.", + "bindings": { + "group_col": "feature_50", + "measure_col": "feature_4", + "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": 2028.2208, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0240fe36d3171065/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0240fe36d3171065/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..becab77dccb580731d506726c9f4cc4d307c4384 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0240fe36d3171065/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:34:13.430816+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 59633.7, "started_at": "2026-05-19T15:33:13.794578+00:00", "ended_at": "2026-05-19T15:34:13.428316+00:00", "prompt_metrics": {"chars": 254588, "bytes_utf8": 254588, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 3745, "bytes_utf8": 3745, "lines": 13, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40de-a6c1-79f3-bd0c-0ba67f5d9744\"}\n{\"type\":\"turn.started\"}\n{\"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 89388. Please try again in 2.681s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 89388. Please try again in 2.681s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 1975777, Requested 8938", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:35:04.383006+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 49938.42, "started_at": "2026-05-19T15:34:14.442049+00:00", "ended_at": "2026-05-19T15:35:04.380522+00:00", "prompt_metrics": {"chars": 254588, "bytes_utf8": 254588, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 3744, "bytes_utf8": 3744, "lines": 13, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40df-93bf-7b31-bf77-35efd6250c0a\"}\n{\"type\":\"turn.started\"}\n{\"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 1964314, Requested 89388. Please try again in 1.611s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 1972003, Requested 89388. Please try again in 1.841s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 1991481, Requested 8938", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_035d7e00b149e6c5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_035d7e00b149e6c5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3141c82ece46c95eaf63b81b06eb01fa50c4c60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_035d7e00b149e6c5/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"feature_75": "0", "total_rows": 1560, "missing_rows": 0, "missing_rate": 0.0}, {"feature_75": "", "total_rows": 6, "missing_rows": 0, "missing_rate": 0.0}, {"feature_75": "4.1955", "total_rows": 1, "missing_rows": 0, "missing_rate": 0.0}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_035d7e00b149e6c5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_035d7e00b149e6c5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eeaae33a6ec978d1699340555e280807e0c90053 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_035d7e00b149e6c5/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_035d7e00b149e6c5 +-- problem_id: v2p_n8_ed1997ffe58179c3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_75", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_438" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_438" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_75" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_035d7e00b149e6c5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_035d7e00b149e6c5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ddcdfaf178b4d6f89d621c3c1b8449522eeef5af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_035d7e00b149e6c5/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: missingness_structure\n-- canonical_subitem_id: co_missingness_pattern_consistency\n-- intended_facet_id: missing_rate_by_subgroup\n-- variant_semantic_role: missing_rate_by_subgroup\n-- template_id: tpl_missing_rate_by_subgroup\n-- query_record_id: v2q_n8_035d7e00b149e6c5\n-- problem_id: v2p_n8_ed1997ffe58179c3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"feature_75\",\n COUNT(*) AS total_rows,\n SUM(CASE WHEN \"feature_438\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN \"feature_438\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"n8\"\nGROUP BY \"feature_75\"\nORDER BY missing_rate DESC, total_rows DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: co_missingness_pattern_consistency\\n-- intended_facet_id: missing_rate_by_subgroup\\n-- variant_semantic_role: missing_rate_by_subgroup\\n-- template_id: tpl_missing_rate_by_subgroup\\n-- query_record_id: v2q_n8_035d7e00b149e6c5\\n-- problem_id: v2p_n8_ed1997ffe58179c3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"feature_75\\\",\\n COUNT(*) AS total_rows,\\n SUM(CASE WHEN \\\"feature_438\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n AVG(CASE WHEN \\\"feature_438\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_75\\\"\\nORDER BY missing_rate DESC, total_rows DESC;\", \"columns\": [\"feature_75\", \"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"feature_75\": \"0\", \"total_rows\": 1560, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_75\": \"\", \"total_rows\": 6, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_75\": \"4.1955\", \"total_rows\": 1, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.47}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_035d7e00b149e6c5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_035d7e00b149e6c5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..83666e5ee4393aca7b2a66badbfd8b63f2e05f7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_035d7e00b149e6c5/run_manifest.json @@ -0,0 +1,59 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.399395+00:00", + "ended_at": "2026-05-19T16:24:22.404715+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_035d7e00b149e6c5", + "problem_id": "v2p_n8_ed1997ffe58179c3", + "dataset_id": "n8", + "template_id": "tpl_missing_rate_by_subgroup", + "template_name": "Missing Rate by Subgroup", + "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", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": false, + "question": "Use template Missing Rate by Subgroup to probe co_missingness_pattern_consistency with semantic role missing_rate_by_subgroup. Focus on group_col=feature_75, missing_col=feature_438.", + "bindings": { + "missing_col": "feature_438", + "group_col": "feature_75" + }, + "binding_roles": [ + "missing_col", + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS total_rows,\n SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY missing_rate DESC, total_rows DESC;", + "notes": [ + "default_facets=missing_rate_by_subgroup,missing_target_interaction", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_035d7e00b149e6c5.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_035d7e00b149e6c5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_035d7e00b149e6c5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_035d7e00b149e6c5/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0ea2b82a550856d5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0ea2b82a550856d5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1eedaff855c630782e3115836f6263d000457f57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0ea2b82a550856d5/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:12:24.401617+00:00", + "ended_at": "2026-05-19T16:12:32.704841+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_0ea2b82a550856d5", + "problem_id": "v2p_n8_07a50f53b4a943e6", + "dataset_id": "n8", + "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=feature_398, measure_col=feature_92.", + "bindings": { + "group_col": "feature_398", + "measure_col": "feature_92", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.060524, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0ea2b82a550856d5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0ea2b82a550856d5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ad9ee6f24b87e9e3563e3713c7c46e318d0b567 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0ea2b82a550856d5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:27.898588+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3467.32, "started_at": "2026-05-19T16:12:24.429941+00:00", "ended_at": "2026-05-19T16:12:27.897293+00:00", "prompt_metrics": {"chars": 254773, "bytes_utf8": 254773, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-84f8-7c10-b6bf-c618131cb70e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:32.704750+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3793.87, "started_at": "2026-05-19T16:12:28.909521+00:00", "ended_at": "2026-05-19T16:12:32.703439+00:00", "prompt_metrics": {"chars": 254773, "bytes_utf8": 254773, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-9676-7dd3-bb40-9753a64ef039\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0fcbf10a2ba1ec98/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0fcbf10a2ba1ec98/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9b5f9f35db05f15249190ca3df83a4ea3c401d57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0fcbf10a2ba1ec98/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:01.583495+00:00", + "ended_at": "2026-05-19T16:24:13.317904+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_0fcbf10a2ba1ec98", + "problem_id": "v2p_n8_69188a900b2e824b", + "dataset_id": "n8", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_50, measure_col=feature_147.", + "bindings": { + "group_col": "feature_50", + "measure_col": "feature_147", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=140" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0fcbf10a2ba1ec98/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0fcbf10a2ba1ec98/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c7fd7be9329ae1409bb6cef7e1d90ce6e95ebac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0fcbf10a2ba1ec98/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:08.321779+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6703.86, "started_at": "2026-05-19T16:24:01.616194+00:00", "ended_at": "2026-05-19T16:24:08.320102+00:00", "prompt_metrics": {"chars": 254674, "bytes_utf8": 254674, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-28ca-7763-b422-b1419760d84f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:24:13.317778+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3988.32, "started_at": "2026-05-19T16:24:09.327730+00:00", "ended_at": "2026-05-19T16:24:13.316111+00:00", "prompt_metrics": {"chars": 254674, "bytes_utf8": 254674, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-472f-7213-91e5-5c9352615a66\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_145aa8d57d5e8889/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_145aa8d57d5e8889/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f2d6cd063568215ae47639049415e9ba1d082788 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_145aa8d57d5e8889/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:06:38.172180+00:00", + "ended_at": "2026-05-19T16:06:46.000624+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_145aa8d57d5e8889", + "problem_id": "v2p_n8_6af71d50df195dc6", + "dataset_id": "n8", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_6, group_col_2=feature_285.", + "bindings": { + "group_col": "feature_6", + "group_col_2": "feature_285", + "predicate_col": "feature_54", + "predicate_op": ">=", + "predicate_value": 4.615, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9345, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=53" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_145aa8d57d5e8889/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_145aa8d57d5e8889/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2cfac4dfbdac6b1ae2c761b74c7280361d712a39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_145aa8d57d5e8889/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:41.733679+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3533.54, "started_at": "2026-05-19T16:06:38.198828+00:00", "ended_at": "2026-05-19T16:06:41.732390+00:00", "prompt_metrics": {"chars": 254901, "bytes_utf8": 254901, "lines": 7216, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-3c87-7c70-a7b7-639af261c15f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:06:46.000533+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3260.73, "started_at": "2026-05-19T16:06:42.738555+00:00", "ended_at": "2026-05-19T16:06:45.999323+00:00", "prompt_metrics": {"chars": 254901, "bytes_utf8": 254901, "lines": 7216, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-4e57-7641-a249-acb9018442f2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f11c15727ae655fb4be756ee50fce7c790ad260 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/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=feature_53, measure_col=feature_5. +Result preview: [{"feature_53": "0", "total_measure": 6516.4066}, {"feature_53": "", "total_measure": 1.5548}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2be3e350b5c8c9a25c63a944de9993be1a379b6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_14e908b40fa1ea02 +-- problem_id: v2p_n8_3d223a606c502c21 +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_53", + SUM(CAST(NULLIF("feature_5", '') AS REAL)) AS "total_measure" +FROM "n8" +GROUP BY "feature_53" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..378cf0397ec482bd035f60533d5ce92b1ffa1a62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/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\n \"feature_53\",\n SUM(CAST(NULLIF(\"feature_5\", '') AS REAL)) AS \"total_measure\"\nFROM \"n8\"\nGROUP BY \"feature_53\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"feature_53\\\",\\n SUM(CAST(NULLIF(\\\"feature_5\\\", '') AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_53\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"feature_53\", \"total_measure\"], \"rows\": [{\"feature_53\": \"0\", \"total_measure\": 6516.4066}, {\"feature_53\": \"\", \"total_measure\": 1.5548}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.61}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a9434fd766bf3263cb0c9dbda06b4807a9d9d026 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:36:39.117742+00:00", + "ended_at": "2026-05-19T15:37:08.566537+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_14e908b40fa1ea02", + "problem_id": "v2p_n8_3d223a606c502c21", + "dataset_id": "n8", + "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=feature_53, measure_col=feature_5.", + "bindings": { + "group_col": "feature_53", + "measure_col": "feature_5", + "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": 1.4834, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=4" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_14e908b40fa1ea02.sql", + "usage_summary": { + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_14e908b40fa1ea02", + "api_calls": 0, + "input_tokens": 88752, + "cached_input_tokens": 0, + "output_tokens": 1061, + "total_tokens": 89813, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29406.54, + "sql_execution_elapsed_ms_total": 7.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a414fabc68b7463a06b865187182ca2f3b2c183e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:08.556270+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": 29406.54, "started_at": "2026-05-19T15:36:39.147514+00:00", "ended_at": "2026-05-19T15:37:08.554096+00:00", "prompt_metrics": {"chars": 254586, "bytes_utf8": 254586, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 88752, "cached_input_tokens": 0, "output_tokens": 1061, "reasoning_output_tokens": 937}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"feature_53\\\",\\n SUM(CAST(NULLIF(\\\"feature_5\\\", '') AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_53\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the grouped numeric sum template with group_col=\\\"feature_53\\\" and measure_col=\\\"feature_5\\\". Because the schema stores values as TEXT, empty strings are converted to NULL and remaining values are cast to REAL before summation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..40c13419ecb54346554b63b622fcdf826ca5cfc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_14e908b40fa1ea02", + "api_calls": 0, + "input_tokens": 88752, + "cached_input_tokens": 0, + "output_tokens": 1061, + "total_tokens": 89813, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29406.54, + "sql_execution_elapsed_ms_total": 7.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_14e908b40fa1ea02/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_16f5f4e585793b93/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_16f5f4e585793b93/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..61ea4d9c8f1efa4efa4a077629f8b549727f9b19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_16f5f4e585793b93/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:17:11.199648+00:00", + "ended_at": "2026-05-19T16:17:19.513744+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_16f5f4e585793b93", + "problem_id": "v2p_n8_46ec9e0792a2116e", + "dataset_id": "n8", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_115.", + "bindings": { + "measure_col": "feature_115", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0051, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_16f5f4e585793b93/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_16f5f4e585793b93/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5abc3fc5026cd2e8d24cfe0dd66442be5b37043c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_16f5f4e585793b93/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:14.676153+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3443.23, "started_at": "2026-05-19T16:17:11.231216+00:00", "ended_at": "2026-05-19T16:17:14.674492+00:00", "prompt_metrics": {"chars": 254522, "bytes_utf8": 254522, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-e5a3-7231-8fcf-6ae948e9f95a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:17:19.513626+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3824.09, "started_at": "2026-05-19T16:17:15.687765+00:00", "ended_at": "2026-05-19T16:17:19.511923+00:00", "prompt_metrics": {"chars": 254522, "bytes_utf8": 254522, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-f711-7560-b05f-50ae4b411b83\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_17bc390bd5caf528/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_17bc390bd5caf528/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7abcaaebc068afff55a26284b3b6e87410c3b8d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_17bc390bd5caf528/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:19:04.790686+00:00", + "ended_at": "2026-05-19T16:19:12.362583+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_17bc390bd5caf528", + "problem_id": "v2p_n8_6ad2bc18628c6237", + "dataset_id": "n8", + "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=feature_516.", + "bindings": { + "group_col": "feature_516", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5873, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_17bc390bd5caf528/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_17bc390bd5caf528/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e70da5b644665ba1e9ba7b437c216bdfed553c33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_17bc390bd5caf528/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:08.191342+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3370.71, "started_at": "2026-05-19T16:19:04.818727+00:00", "ended_at": "2026-05-19T16:19:08.189466+00:00", "prompt_metrics": {"chars": 254575, "bytes_utf8": 254575, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-a0f7-72b2-8952-91ad3f0cb43a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:19:12.362499+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3160.19, "started_at": "2026-05-19T16:19:09.201088+00:00", "ended_at": "2026-05-19T16:19:12.361318+00:00", "prompt_metrics": {"chars": 254575, "bytes_utf8": 254575, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-b20b-7250-8925-96f77bd72cd5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_1b0d97a1393d0244/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_1b0d97a1393d0244/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..85836dad5e18c978a00e4c7fc693efb07ee19744 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_1b0d97a1393d0244/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:10:22.562185+00:00", + "ended_at": "2026-05-19T16:10:30.797416+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_1b0d97a1393d0244", + "problem_id": "v2p_n8_1cadbb3523130dc3", + "dataset_id": "n8", + "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=feature_379, measure_col=feature_83.", + "bindings": { + "group_col": "feature_379", + "measure_col": "feature_83", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0162, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_1b0d97a1393d0244/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_1b0d97a1393d0244/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd7acee850826f16a8c98ea31e9dc0f075fd69ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_1b0d97a1393d0244/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:26.204836+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3611.69, "started_at": "2026-05-19T16:10:22.590689+00:00", "ended_at": "2026-05-19T16:10:26.202416+00:00", "prompt_metrics": {"chars": 255144, "bytes_utf8": 255144, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-a8f2-7763-8615-73942d1230d6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:10:30.797325+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3586.3, "started_at": "2026-05-19T16:10:27.209769+00:00", "ended_at": "2026-05-19T16:10:30.796098+00:00", "prompt_metrics": {"chars": 255144, "bytes_utf8": 255144, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-bb18-79b2-9925-496ede4d08e3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_1c08f1f9b880ea47/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_1c08f1f9b880ea47/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c725d9c076fbac9da24b171a4c723d88aec152c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_1c08f1f9b880ea47/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:13:28.422421+00:00", + "ended_at": "2026-05-19T16:13:35.743290+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_1c08f1f9b880ea47", + "problem_id": "v2p_n8_84a6f39639ec01fd", + "dataset_id": "n8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_402, measure_col=feature_96.", + "bindings": { + "group_col": "feature_402", + "measure_col": "feature_96", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0002, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=91" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_1c08f1f9b880ea47/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_1c08f1f9b880ea47/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7d7afbbc7b70895e0f5b5a6260722da8aad4b29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_1c08f1f9b880ea47/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:31.710846+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3257.17, "started_at": "2026-05-19T16:13:28.452356+00:00", "ended_at": "2026-05-19T16:13:31.709553+00:00", "prompt_metrics": {"chars": 254767, "bytes_utf8": 254767, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-7f21-7692-9a19-ceb3f3927106\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:13:35.743172+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3021.42, "started_at": "2026-05-19T16:13:32.720166+00:00", "ended_at": "2026-05-19T16:13:35.741624+00:00", "prompt_metrics": {"chars": 254767, "bytes_utf8": 254767, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-8fbb-74d0-9881-f203ee20030b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_23badb13f58ca52a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_23badb13f58ca52a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bf36b5db5e00fc889e6004aebab3766f039f4f44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_23badb13f58ca52a/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:20:38.898524+00:00", + "ended_at": "2026-05-19T16:20:48.825249+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_23badb13f58ca52a", + "problem_id": "v2p_n8_a31080660bc0cc35", + "dataset_id": "n8", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_531.", + "bindings": { + "group_col": "feature_531", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.9989, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=126" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_23badb13f58ca52a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_23badb13f58ca52a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d05d01b7880745cba2f3aa6161873ced6a43ffe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_23badb13f58ca52a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:44.148448+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5218.49, "started_at": "2026-05-19T16:20:38.928703+00:00", "ended_at": "2026-05-19T16:20:44.147213+00:00", "prompt_metrics": {"chars": 254577, "bytes_utf8": 254577, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-109c-7f33-83e5-d615d284be1c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:20:48.825156+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3670.41, "started_at": "2026-05-19T16:20:45.153398+00:00", "ended_at": "2026-05-19T16:20:48.823835+00:00", "prompt_metrics": {"chars": 254577, "bytes_utf8": 254577, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-28db-79a1-b42a-23a62dd73a4e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_26fc3089af94bcf5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_26fc3089af94bcf5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf50b69435f46f5a6c9a3382f0b44ce1ad2da1b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_26fc3089af94bcf5/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:11:11.029157+00:00", + "ended_at": "2026-05-19T16:11:19.239316+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_26fc3089af94bcf5", + "problem_id": "v2p_n8_12cfff34fb68a313", + "dataset_id": "n8", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_382, measure_col=feature_86.", + "bindings": { + "group_col": "feature_382", + "measure_col": "feature_86", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.1139, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=81" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_26fc3089af94bcf5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_26fc3089af94bcf5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f61be58647cdb172173473cf49066cf1f6866f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_26fc3089af94bcf5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:14.604485+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3546.06, "started_at": "2026-05-19T16:11:11.057138+00:00", "ended_at": "2026-05-19T16:11:14.603226+00:00", "prompt_metrics": {"chars": 255145, "bytes_utf8": 255145, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-6674-7e63-8f26-633591d9adf8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:11:19.239221+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3628.59, "started_at": "2026-05-19T16:11:15.609308+00:00", "ended_at": "2026-05-19T16:11:19.237924+00:00", "prompt_metrics": {"chars": 255145, "bytes_utf8": 255145, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-781b-77f1-9dd9-0b681d1413d5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_298a7c28e210d5f4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_298a7c28e210d5f4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..82a0f7dbb57cd6aef33910f2ac1a6f4aba16f5f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_298a7c28e210d5f4/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:20:25.793160+00:00", + "ended_at": "2026-05-19T16:20:38.897932+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_298a7c28e210d5f4", + "problem_id": "v2p_n8_7a6788a747868550", + "dataset_id": "n8", + "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=feature_531.", + "bindings": { + "group_col": "feature_531", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9989, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_298a7c28e210d5f4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_298a7c28e210d5f4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb652d7cac122a2dfb0b89431aad1c704a6386de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_298a7c28e210d5f4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:29.875976+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4052.93, "started_at": "2026-05-19T16:20:25.821657+00:00", "ended_at": "2026-05-19T16:20:29.874614+00:00", "prompt_metrics": {"chars": 254575, "bytes_utf8": 254575, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-dd63-7861-83a7-f0fc9263a052\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:20:38.897839+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 8009.55, "started_at": "2026-05-19T16:20:30.886959+00:00", "ended_at": "2026-05-19T16:20:38.896559+00:00", "prompt_metrics": {"chars": 254575, "bytes_utf8": 254575, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-f14c-7282-950e-a4e073efba30\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2a60559c016a2281/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2a60559c016a2281/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca318f9592bd7a2bc4696e6e59ea9a50ae1cec69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2a60559c016a2281/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"feature_5": "", "support": 14, "avg_response": 2984.558571428571}, {"feature_5": "1.816", "support": 10, "avg_response": 3025.185}, {"feature_5": "0.8579", "support": 10, "avg_response": 3012.668}, {"feature_5": "1.5188", "support": 10, "avg_response": 3006.245}, {"feature_5": "1.2906", "support": 10, "avg_response": 2999.991}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2a60559c016a2281/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2a60559c016a2281/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1eabd437116a8129410bad1e6a23ec97c24ee626 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2a60559c016a2281/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_2a60559c016a2281 +-- problem_id: v2p_n8_d908519b934f4096 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_5", + COUNT(*) AS support, + AVG("feature_1") AS avg_response +FROM "n8" +GROUP BY "feature_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2a60559c016a2281/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2a60559c016a2281/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46caac311a1cbad09fa207f1fae6112dfee186e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2a60559c016a2281/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n8_2a60559c016a2281\n-- problem_id: v2p_n8_d908519b934f4096\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"feature_5\",\n COUNT(*) AS support,\n AVG(\"feature_1\") AS avg_response\nFROM \"n8\"\nGROUP BY \"feature_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n8_2a60559c016a2281\\n-- problem_id: v2p_n8_d908519b934f4096\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"feature_5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"feature_1\\\") AS avg_response\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"feature_5\", \"support\", \"avg_response\"], \"rows\": [{\"feature_5\": \"\", \"support\": 14, \"avg_response\": 2984.558571428571}, {\"feature_5\": \"1.816\", \"support\": 10, \"avg_response\": 3025.185}, {\"feature_5\": \"0.8579\", \"support\": 10, \"avg_response\": 3012.668}, {\"feature_5\": \"1.5188\", \"support\": 10, \"avg_response\": 3006.245}, {\"feature_5\": \"1.2906\", \"support\": 10, \"avg_response\": 2999.991}, {\"feature_5\": \"0.974\", \"support\": 10, \"avg_response\": 2998.0299999999997}, {\"feature_5\": \"2.0607\", \"support\": 10, \"avg_response\": 2997.3}, {\"feature_5\": \"1.2016\", \"support\": 10, \"avg_response\": 2978.6349999999998}, {\"feature_5\": \"1.5899\", \"support\": 9, \"avg_response\": 3020.0966666666664}, {\"feature_5\": \"1.1853\", \"support\": 9, \"avg_response\": 3007.9011111111113}, {\"feature_5\": \"1.6347\", \"support\": 9, \"avg_response\": 3000.6311111111113}, {\"feature_5\": \"1.5296\", \"support\": 9, \"avg_response\": 2993.1355555555556}, {\"feature_5\": \"1.0204\", \"support\": 9, \"avg_response\": 2990.713333333333}, {\"feature_5\": \"0.8184\", \"support\": 9, \"avg_response\": 2970.9744444444445}, {\"feature_5\": \"1.2969\", \"support\": 8, \"avg_response\": 3036.49875}, {\"feature_5\": \"1.3171\", \"support\": 8, \"avg_response\": 3019.71625}, {\"feature_5\": \"1.4869\", \"support\": 8, \"avg_response\": 3016.70375}, {\"feature_5\": \"0.7217\", \"support\": 8, \"avg_response\": 3015.43625}, {\"feature_5\": \"0.901\", \"support\": 8, \"avg_response\": 3014.44875}, {\"feature_5\": \"1.2981\", \"support\": 8, \"avg_response\": 3004.92125}, {\"feature_5\": \"1.9935\", \"support\": 8, \"avg_response\": 2999.54625}, {\"feature_5\": \"0.8396\", \"support\": 8, \"avg_response\": 2988.575}, {\"feature_5\": \"1.0997\", \"support\": 8, \"avg_response\": 2966.96125}, {\"feature_5\": \"1.0177\", \"support\": 8, \"avg_response\": 2609.09375}, {\"feature_5\": \"1.6604\", \"support\": 7, \"avg_response\": 3071.894285714286}, {\"feature_5\": \"1.8467\", \"support\": 7, \"avg_response\": 3059.2985714285714}, {\"feature_5\": \"1.4148\", \"support\": 7, \"avg_response\": 3047.695714285714}, {\"feature_5\": \"3.8894\", \"support\": 7, \"avg_response\": 3045.558571428571}, {\"feature_5\": \"0.8525\", \"support\": 7, \"avg_response\": 3045.031428571429}, {\"feature_5\": \"1.3381\", \"support\": 7, \"avg_response\": 3041.5342857142855}, {\"feature_5\": \"1.0203\", \"support\": 7, \"avg_response\": 3035.9614285714283}, {\"feature_5\": \"0.9448\", \"support\": 7, \"avg_response\": 3035.654285714286}, {\"feature_5\": \"1.3168\", \"support\": 7, \"avg_response\": 3034.8514285714286}, {\"feature_5\": \"0.9374\", \"support\": 7, \"avg_response\": 3030.8214285714284}, {\"feature_5\": \"1.2736\", \"support\": 7, \"avg_response\": 3027.117142857143}, {\"feature_5\": \"1.3443\", \"support\": 7, \"avg_response\": 3026.672857142857}, {\"feature_5\": \"0.8832\", \"support\": 7, \"avg_response\": 3022.202857142857}, {\"feature_5\": \"0.8379\", \"support\": 7, \"avg_response\": 3020.577142857143}, {\"feature_5\": \"0.9402\", \"support\": 7, \"avg_response\": 3016.2342857142858}, {\"feature_5\": \"1.6269\", \"support\": 7, \"avg_response\": 3003.7742857142853}, {\"feature_5\": \"1.5291\", \"support\": 7, \"avg_response\": 3001.2285714285713}, {\"feature_5\": \"1.5123\", \"support\": 7, \"avg_response\": 2998.79}, {\"feature_5\": \"0.8066\", \"support\": 7, \"avg_response\": 2987.738571428571}, {\"feature_5\": \"0.9751\", \"support\": 7, \"avg_response\": 2982.9714285714285}, {\"feature_5\": \"1.3101\", \"support\": 7, \"avg_response\": 2982.7228571428573}, {\"feature_5\": \"1.3811\", \"support\": 7, \"avg_response\": 2977.457142857143}, {\"feature_5\": \"0.9197\", \"support\": 7, \"avg_response\": 2973.095714285714}, {\"feature_5\": \"2.387\", \"support\": 7, \"avg_response\": 2969.657142857143}, {\"feature_5\": \"1.5611\", \"support\": 7, \"avg_response\": 2957.7614285714285}, {\"feature_5\": \"0.8826\", \"support\": 6, \"avg_response\": 3074.0183333333334}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.82}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2a60559c016a2281/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2a60559c016a2281/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5cf4d80edb3ef18f4e5240403c28cac06984a8cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2a60559c016a2281/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.634186+00:00", + "ended_at": "2026-05-19T16:24:22.639026+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_2a60559c016a2281", + "problem_id": "v2p_n8_d908519b934f4096", + "dataset_id": "n8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=feature_1, key_col=feature_5.", + "bindings": { + "key_col": "feature_5", + "measure_col": "feature_1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_2a60559c016a2281.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2a60559c016a2281/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2a60559c016a2281/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2a60559c016a2281/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2f28daeeb5522ce3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2f28daeeb5522ce3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d4517d0745822b2c6968e71d3c17d7c94b4a433 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2f28daeeb5522ce3/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"feature_3": "", "support": 14, "avg_response": 2984.558571428571}, {"feature_3": "2171.8556", "support": 12, "avg_response": 3011.6633333333334}, {"feature_3": "2243.7778", "support": 10, "avg_response": 3025.185}, {"feature_3": "2218.0555", "support": 10, "avg_response": 3012.668}, {"feature_3": "2233.1556", "support": 10, "avg_response": 3006.245}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2f28daeeb5522ce3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2f28daeeb5522ce3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..40f5d6c0e0f011eaaf6dbc639595762125e87f1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2f28daeeb5522ce3/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_2f28daeeb5522ce3 +-- problem_id: v2p_n8_8db1cc99f259d177 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_3", + COUNT(*) AS support, + AVG("feature_1") AS avg_response +FROM "n8" +GROUP BY "feature_3" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2f28daeeb5522ce3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2f28daeeb5522ce3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1532385863228efcd40308fa1fc3809446624b28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2f28daeeb5522ce3/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n8_2f28daeeb5522ce3\n-- problem_id: v2p_n8_8db1cc99f259d177\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"feature_3\",\n COUNT(*) AS support,\n AVG(\"feature_1\") AS avg_response\nFROM \"n8\"\nGROUP BY \"feature_3\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n8_2f28daeeb5522ce3\\n-- problem_id: v2p_n8_8db1cc99f259d177\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"feature_3\\\",\\n COUNT(*) AS support,\\n AVG(\\\"feature_1\\\") AS avg_response\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_3\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"feature_3\", \"support\", \"avg_response\"], \"rows\": [{\"feature_3\": \"\", \"support\": 14, \"avg_response\": 2984.558571428571}, {\"feature_3\": \"2171.8556\", \"support\": 12, \"avg_response\": 3011.6633333333334}, {\"feature_3\": \"2243.7778\", \"support\": 10, \"avg_response\": 3025.185}, {\"feature_3\": \"2218.0555\", \"support\": 10, \"avg_response\": 3012.668}, {\"feature_3\": \"2233.1556\", \"support\": 10, \"avg_response\": 3006.245}, {\"feature_3\": \"2197.2333\", \"support\": 10, \"avg_response\": 2998.0299999999997}, {\"feature_3\": \"2206.1444\", \"support\": 10, \"avg_response\": 2997.3}, {\"feature_3\": \"2223.0444\", \"support\": 10, \"avg_response\": 2978.6349999999998}, {\"feature_3\": \"2214.7111\", \"support\": 9, \"avg_response\": 3020.0966666666664}, {\"feature_3\": \"2206.4\", \"support\": 9, \"avg_response\": 3007.9011111111113}, {\"feature_3\": \"2235.0556\", \"support\": 9, \"avg_response\": 3000.6311111111113}, {\"feature_3\": \"2221.9444\", \"support\": 9, \"avg_response\": 2993.1355555555556}, {\"feature_3\": \"2210.9778\", \"support\": 9, \"avg_response\": 2990.713333333333}, {\"feature_3\": \"2159.0556\", \"support\": 9, \"avg_response\": 2970.9744444444445}, {\"feature_3\": \"2231.6111\", \"support\": 8, \"avg_response\": 3036.49875}, {\"feature_3\": \"2200.2\", \"support\": 8, \"avg_response\": 3019.71625}, {\"feature_3\": \"2167.2\", \"support\": 8, \"avg_response\": 3016.70375}, {\"feature_3\": \"2213.7556\", \"support\": 8, \"avg_response\": 3015.43625}, {\"feature_3\": \"2238.5444\", \"support\": 8, \"avg_response\": 3014.44875}, {\"feature_3\": \"2186.9889\", \"support\": 8, \"avg_response\": 3004.92125}, {\"feature_3\": \"2192.7889\", \"support\": 8, \"avg_response\": 2999.54625}, {\"feature_3\": \"2207.0444\", \"support\": 8, \"avg_response\": 2998.69875}, {\"feature_3\": \"2180.7\", \"support\": 8, \"avg_response\": 2609.09375}, {\"feature_3\": \"2217\", \"support\": 7, \"avg_response\": 3071.894285714286}, {\"feature_3\": \"2207.9555\", \"support\": 7, \"avg_response\": 3059.2985714285714}, {\"feature_3\": \"2184.8889\", \"support\": 7, \"avg_response\": 3050.9085714285716}, {\"feature_3\": \"2201.0667\", \"support\": 7, \"avg_response\": 3047.695714285714}, {\"feature_3\": \"2060.66\", \"support\": 7, \"avg_response\": 3045.558571428571}, {\"feature_3\": \"2173.2778\", \"support\": 7, \"avg_response\": 3045.031428571429}, {\"feature_3\": \"2219.7667\", \"support\": 7, \"avg_response\": 3041.5342857142855}, {\"feature_3\": \"2214.9333\", \"support\": 7, \"avg_response\": 3035.9614285714283}, {\"feature_3\": \"2203.1667\", \"support\": 7, \"avg_response\": 3035.654285714286}, {\"feature_3\": \"2197.6778\", \"support\": 7, \"avg_response\": 3034.8514285714286}, {\"feature_3\": \"2198.7222\", \"support\": 7, \"avg_response\": 3030.8214285714284}, {\"feature_3\": \"2172.8111\", \"support\": 7, \"avg_response\": 3027.117142857143}, {\"feature_3\": \"2205.7222\", \"support\": 7, \"avg_response\": 3026.672857142857}, {\"feature_3\": \"2242.8555\", \"support\": 7, \"avg_response\": 3022.202857142857}, {\"feature_3\": \"2216.4778\", \"support\": 7, \"avg_response\": 3020.577142857143}, {\"feature_3\": \"2173.4889\", \"support\": 7, \"avg_response\": 3016.2342857142858}, {\"feature_3\": \"2183.3111\", \"support\": 7, \"avg_response\": 3003.7742857142853}, {\"feature_3\": \"2229.3333\", \"support\": 7, \"avg_response\": 2998.79}, {\"feature_3\": \"2191.6667\", \"support\": 7, \"avg_response\": 2997.2599999999998}, {\"feature_3\": \"2218.5778\", \"support\": 7, \"avg_response\": 2996.7842857142855}, {\"feature_3\": \"2171.3222\", \"support\": 7, \"avg_response\": 2987.738571428571}, {\"feature_3\": \"2231.0555\", \"support\": 7, \"avg_response\": 2982.9714285714285}, {\"feature_3\": \"2246.4889\", \"support\": 7, \"avg_response\": 2982.8185714285714}, {\"feature_3\": \"2177.3222\", \"support\": 7, \"avg_response\": 2982.7228571428573}, {\"feature_3\": \"2171.9\", \"support\": 7, \"avg_response\": 2977.457142857143}, {\"feature_3\": \"2244.1111\", \"support\": 7, \"avg_response\": 2973.095714285714}, {\"feature_3\": \"2192.1889\", \"support\": 7, \"avg_response\": 2969.657142857143}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.36}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2f28daeeb5522ce3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2f28daeeb5522ce3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ba6c0ee4cc1041abc3a17ddeef7926368e480381 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2f28daeeb5522ce3/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.628285+00:00", + "ended_at": "2026-05-19T16:24:22.633652+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_2f28daeeb5522ce3", + "problem_id": "v2p_n8_8db1cc99f259d177", + "dataset_id": "n8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=feature_1, key_col=feature_3.", + "bindings": { + "key_col": "feature_3", + "measure_col": "feature_1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_2f28daeeb5522ce3.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2f28daeeb5522ce3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2f28daeeb5522ce3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_2f28daeeb5522ce3/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3620bf07ff5575fa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3620bf07ff5575fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..039f43c85020b480e5ddcd7dd0a6f5c00c1ff1d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3620bf07ff5575fa/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:05:13.367073+00:00", + "ended_at": "2026-05-19T16:05:21.659102+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_3620bf07ff5575fa", + "problem_id": "v2p_n8_d811be46f752e0de", + "dataset_id": "n8", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_260, condition_col=feature_343.", + "bindings": { + "group_col": "feature_260", + "condition_col": "feature_343", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.4472", + "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": 138.8509, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=44" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3620bf07ff5575fa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3620bf07ff5575fa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..77868f2d80ef83e70db6b04858b31bb952b05d93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3620bf07ff5575fa/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:16.740767+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3344.12, "started_at": "2026-05-19T16:05:13.395248+00:00", "ended_at": "2026-05-19T16:05:16.739396+00:00", "prompt_metrics": {"chars": 255405, "bytes_utf8": 255405, "lines": 7215, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-f12e-7a50-82f1-5047d8fc4fd5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:21.658897+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3910.11, "started_at": "2026-05-19T16:05:17.746298+00:00", "ended_at": "2026-05-19T16:05:21.656450+00:00", "prompt_metrics": {"chars": 255405, "bytes_utf8": 255405, "lines": 7215, "estimated_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-0240-7ff2-953a-ad8c127cf1f8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_367a955d8ca4a9de/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_367a955d8ca4a9de/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2a9d63d6fe097bc063c9a31a530548302e97d39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_367a955d8ca4a9de/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 1561, "support_share": 0.99617102744097, "cumulative_support": 1561}, {"value_label": "", "support": 6, "support_share": 0.0038289725590299937, "cumulative_support": 1567}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_367a955d8ca4a9de/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_367a955d8ca4a9de/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d91406f3873f182051ca8a1be927640f69b476ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_367a955d8ca4a9de/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_367a955d8ca4a9de +-- problem_id: v2p_n8_e39e3623dc497cec +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_237" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_237" +), 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_a/n8/artifacts/v2q_n8_367a955d8ca4a9de/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_367a955d8ca4a9de/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71bca9cb6ec75082a32444b49f52d467758f3f36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_367a955d8ca4a9de/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n8_367a955d8ca4a9de\n-- problem_id: v2p_n8_e39e3623dc497cec\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"feature_237\" AS value_label, COUNT(*) AS support\n FROM \"n8\"\n GROUP BY \"feature_237\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n8_367a955d8ca4a9de\\n-- problem_id: v2p_n8_e39e3623dc497cec\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"feature_237\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n8\\\"\\n GROUP BY \\\"feature_237\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 1561, \"support_share\": 0.99617102744097, \"cumulative_support\": 1561}, {\"value_label\": \"\", \"support\": 6, \"support_share\": 0.0038289725590299937, \"cumulative_support\": 1567}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.9}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_367a955d8ca4a9de/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_367a955d8ca4a9de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ee2b93a31ba853d9a44b2b87d33823b24d276c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_367a955d8ca4a9de/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.503429+00:00", + "ended_at": "2026-05-19T16:24:22.508243+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_367a955d8ca4a9de", + "problem_id": "v2p_n8_e39e3623dc497cec", + "dataset_id": "n8", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=feature_237.", + "bindings": { + "group_col": "feature_237" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_367a955d8ca4a9de.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_367a955d8ca4a9de/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_367a955d8ca4a9de/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_367a955d8ca4a9de/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4fc781a3330cf6fa0eee9571a7a82e9bb59233a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/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 within_group_proportion. Focus on group_col=feature_234, measure_col=feature_33. +Result preview: [{"feature_234": "0", "feature_35": "50.4559", "total_measure": 1106.3699, "share_within_group": 0.8310575478180116}, {"feature_234": "0", "feature_35": "50.2667", "total_measure": 943.5217, "share_within_group": 0.7087329746724687}, {"feature_234": "0", "feature_35": "50.4069", "total_measure": 769.0084, "share_within_group": 0.5776460794490638}, {"feature_234": "0", "feature_35": "57.7421", "total_measure": 721.7574, "share_within_group": 0.542153157785207}, {"feature_234": "0", "feature_35": "50.4666", "total_measure": 676.521, "share_within_group": 0.5081735171097741}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb4e3ef156234df6a57c2b2b47bdaebcf79d5907 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_391e6a8eaffeb082 +-- problem_id: v2p_n8_9585e0837a79a4dc +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_234", + "feature_35", + SUM(CAST(NULLIF("feature_33", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("feature_33", '') AS REAL)) * 100.0 + / SUM(SUM(CAST(NULLIF("feature_33", '') AS REAL))) OVER (PARTITION BY "feature_234") AS share_within_group +FROM "n8" +WHERE NULLIF("feature_234", '') IS NOT NULL + AND NULLIF("feature_35", '') IS NOT NULL + AND NULLIF("feature_33", '') IS NOT NULL +GROUP BY "feature_234", "feature_35" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6762a7196a7bfda8d11b388fa47bdf22911071e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/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 \"feature_234\",\n \"feature_35\",\n SUM(CAST(NULLIF(\"feature_33\", '') AS REAL)) AS total_measure,\n SUM(CAST(NULLIF(\"feature_33\", '') AS REAL)) * 100.0\n / SUM(SUM(CAST(NULLIF(\"feature_33\", '') AS REAL))) OVER (PARTITION BY \"feature_234\") AS share_within_group\nFROM \"n8\"\nWHERE NULLIF(\"feature_234\", '') IS NOT NULL\n AND NULLIF(\"feature_35\", '') IS NOT NULL\n AND NULLIF(\"feature_33\", '') IS NOT NULL\nGROUP BY \"feature_234\", \"feature_35\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"feature_234\\\",\\n \\\"feature_35\\\",\\n SUM(CAST(NULLIF(\\\"feature_33\\\", '') AS REAL)) AS total_measure,\\n SUM(CAST(NULLIF(\\\"feature_33\\\", '') AS REAL)) * 100.0\\n / SUM(SUM(CAST(NULLIF(\\\"feature_33\\\", '') AS REAL))) OVER (PARTITION BY \\\"feature_234\\\") AS share_within_group\\nFROM \\\"n8\\\"\\nWHERE NULLIF(\\\"feature_234\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_35\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_33\\\", '') IS NOT NULL\\nGROUP BY \\\"feature_234\\\", \\\"feature_35\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"feature_234\", \"feature_35\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"feature_234\": \"0\", \"feature_35\": \"50.4559\", \"total_measure\": 1106.3699, \"share_within_group\": 0.8310575478180116}, {\"feature_234\": \"0\", \"feature_35\": \"50.2667\", \"total_measure\": 943.5217, \"share_within_group\": 0.7087329746724687}, {\"feature_234\": \"0\", \"feature_35\": \"50.4069\", \"total_measure\": 769.0084, \"share_within_group\": 0.5776460794490638}, {\"feature_234\": \"0\", \"feature_35\": \"57.7421\", \"total_measure\": 721.7574, \"share_within_group\": 0.542153157785207}, {\"feature_234\": \"0\", \"feature_35\": \"50.4666\", \"total_measure\": 676.521, \"share_within_group\": 0.5081735171097741}, {\"feature_234\": \"0\", \"feature_35\": \"59.3488\", \"total_measure\": 644.504, \"share_within_group\": 0.48412372191154135}, {\"feature_234\": \"0\", \"feature_35\": \"50.6086\", \"total_measure\": 608.6024, \"share_within_group\": 0.4571559820455678}, {\"feature_234\": \"0\", \"feature_35\": \"50.4036\", \"total_measure\": 608.2062, \"share_within_group\": 0.45685837362324405}, {\"feature_234\": \"0\", \"feature_35\": \"50.5767\", \"total_measure\": 606.7495, \"share_within_group\": 0.4557641631517675}, {\"feature_234\": \"0\", \"feature_35\": \"50.1431\", \"total_measure\": 604.6999, \"share_within_group\": 0.4542245916666721}, {\"feature_234\": \"0\", \"feature_35\": \"50.4915\", \"total_measure\": 604.6558, \"share_within_group\": 0.45419146564086577}, {\"feature_234\": \"0\", \"feature_35\": \"50.3174\", \"total_measure\": 603.9999, \"share_within_group\": 0.45369878173323797}, {\"feature_234\": \"0\", \"feature_35\": \"50.6667\", \"total_measure\": 603.0787, \"share_within_group\": 0.4530068158608385}, {\"feature_234\": \"0\", \"feature_35\": \"50.4625\", \"total_measure\": 602.9681, \"share_within_group\": 0.4529237378913559}, {\"feature_234\": \"0\", \"feature_35\": \"50.36\", \"total_measure\": 602.8379, \"share_within_group\": 0.45282593724373715}, {\"feature_234\": \"0\", \"feature_35\": \"50.4484\", \"total_measure\": 602.6551999999999, \"share_within_group\": 0.45268870085111074}, {\"feature_234\": \"0\", \"feature_35\": \"50.5612\", \"total_measure\": 602.4452, \"share_within_group\": 0.45253095787108055}, {\"feature_234\": \"0\", \"feature_35\": \"50.5239\", \"total_measure\": 602.1554, \"share_within_group\": 0.4523132725586388}, {\"feature_234\": \"0\", \"feature_35\": \"50.2818\", \"total_measure\": 601.9454, \"share_within_group\": 0.4521555295786085}, {\"feature_234\": \"0\", \"feature_35\": \"50.5853\", \"total_measure\": 601.8607, \"share_within_group\": 0.4520919065766629}, {\"feature_234\": \"0\", \"feature_35\": \"50.8506\", \"total_measure\": 601.6507, \"share_within_group\": 0.45193416359663274}, {\"feature_234\": \"0\", \"feature_35\": \"50.6088\", \"total_measure\": 601.5317, \"share_within_group\": 0.4518447759079489}, {\"feature_234\": \"0\", \"feature_35\": \"50.157\", \"total_measure\": 601.2755, \"share_within_group\": 0.451652329472312}, {\"feature_234\": \"0\", \"feature_35\": \"50.2775\", \"total_measure\": 601.1649, \"share_within_group\": 0.4515692515028294}, {\"feature_234\": \"0\", \"feature_35\": \"50.4667\", \"total_measure\": 600.754, \"share_within_group\": 0.4512606010719035}, {\"feature_234\": \"0\", \"feature_35\": \"50.124\", \"total_measure\": 600.4830999999999, \"share_within_group\": 0.4510571126276644}, {\"feature_234\": \"0\", \"feature_35\": \"50.1482\", \"total_measure\": 600.1625, \"share_within_group\": 0.4508162916781516}, {\"feature_234\": \"0\", \"feature_35\": \"50.344\", \"total_measure\": 599.9413, \"share_within_group\": 0.4506501357391864}, {\"feature_234\": \"0\", \"feature_35\": \"50.3999\", \"total_measure\": 599.6256, \"share_within_group\": 0.45041299545920754}, {\"feature_234\": \"0\", \"feature_35\": \"50.458\", \"total_measure\": 598.8696, \"share_within_group\": 0.4498451207310986}, {\"feature_234\": \"0\", \"feature_35\": \"50.6729\", \"total_measure\": 598.8430000000001, \"share_within_group\": 0.4498251399536282}, {\"feature_234\": \"0\", \"feature_35\": \"50.8214\", \"total_measure\": 598.8072999999999, \"share_within_group\": 0.44979832364702294}, {\"feature_234\": \"0\", \"feature_35\": \"50.3159\", \"total_measure\": 598.591, \"share_within_group\": 0.4496358483775918}, {\"feature_234\": \"0\", \"feature_35\": \"50.6355\", \"total_measure\": 598.3473, \"share_within_group\": 0.44945279140505195}, {\"feature_234\": \"0\", \"feature_35\": \"50.2987\", \"total_measure\": 598.2053, \"share_within_group\": 0.4493461271042696}, {\"feature_234\": \"0\", \"feature_35\": \"50.425\", \"total_measure\": 598.2039, \"share_within_group\": 0.4493450754844027}, {\"feature_234\": \"0\", \"feature_35\": \"50.3716\", \"total_measure\": 597.6775, \"share_within_group\": 0.44894966641446016}, {\"feature_234\": \"0\", \"feature_35\": \"50.1519\", \"total_measure\": 597.5809, \"share_within_group\": 0.4488771046436463}, {\"feature_234\": \"0\", \"feature_35\": \"50.4944\", \"total_measure\": 596.9782, \"share_within_group\": 0.44842438229095943}, {\"feature_234\": \"0\", \"feature_35\": \"50.1373\", \"total_measure\": 596.9348, \"share_within_group\": 0.44839178207508645}, {\"feature_234\": \"0\", \"feature_35\": \"50.3505\", \"total_measure\": 596.8752999999999, \"share_within_group\": 0.44834708823074454}, {\"feature_234\": \"0\", \"feature_35\": \"50.4562\", \"total_measure\": 596.8382, \"share_within_group\": 0.44831922030427257}, {\"feature_234\": \"0\", \"feature_35\": \"50.249\", \"total_measure\": 596.8025, \"share_within_group\": 0.4482924039976674}, {\"feature_234\": \"0\", \"feature_35\": \"50.3349\", \"total_measure\": 596.7535, \"share_within_group\": 0.44825559730232706}, {\"feature_234\": \"0\", \"feature_35\": \"50.2488\", \"total_measure\": 596.1984, \"share_within_group\": 0.4478386300251137}, {\"feature_234\": \"0\", \"feature_35\": \"50.4421\", \"total_measure\": 596.1683, \"share_within_group\": 0.44781602019797606}, {\"feature_234\": \"0\", \"feature_35\": \"51.2093\", \"total_measure\": 595.8659, \"share_within_group\": 0.4475888703067325}, {\"feature_234\": \"0\", \"feature_35\": \"50.2165\", \"total_measure\": 595.8379, \"share_within_group\": 0.4475678379093951}, {\"feature_234\": \"0\", \"feature_35\": \"50.555\", \"total_measure\": 595.132, \"share_within_group\": 0.44703759614937905}, {\"feature_234\": \"0\", \"feature_35\": \"50.3243\", \"total_measure\": 594.8005, \"share_within_group\": 0.4467885875880456}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.02}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7cefede0b9b54d2b00635d4a074a2328d3865b79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:00:02.110219+00:00", + "ended_at": "2026-05-19T16:00:18.633306+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_391e6a8eaffeb082", + "problem_id": "v2p_n8_9585e0837a79a4dc", + "dataset_id": "n8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_234, measure_col=feature_33.", + "bindings": { + "group_col": "feature_234", + "measure_col": "feature_33", + "item_col": "feature_35", + "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": 85.487092, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_391e6a8eaffeb082.sql", + "usage_summary": { + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_391e6a8eaffeb082", + "api_calls": 0, + "input_tokens": 88872, + "cached_input_tokens": 12032, + "output_tokens": 752, + "total_tokens": 89624, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16457.06, + "sql_execution_elapsed_ms_total": 14.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7dc4d90f711ed72ed1133007fb7a2a269b958444 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:00:18.615492+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": 16457.06, "started_at": "2026-05-19T16:00:02.155670+00:00", "ended_at": "2026-05-19T16:00:18.612769+00:00", "prompt_metrics": {"chars": 255007, "bytes_utf8": 255007, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 823, "bytes_utf8": 823, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 88872, "cached_input_tokens": 12032, "output_tokens": 752, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"feature_234\\\",\\n \\\"feature_35\\\",\\n SUM(CAST(NULLIF(\\\"feature_33\\\", '') AS REAL)) AS total_measure,\\n SUM(CAST(NULLIF(\\\"feature_33\\\", '') AS REAL)) * 100.0\\n / SUM(SUM(CAST(NULLIF(\\\"feature_33\\\", '') AS REAL))) OVER (PARTITION BY \\\"feature_234\\\") AS share_within_group\\nFROM \\\"n8\\\"\\nWHERE NULLIF(\\\"feature_234\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_35\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_33\\\", '') IS NOT NULL\\nGROUP BY \\\"feature_234\\\", \\\"feature_35\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"feature_234\\\", item_col=\\\"feature_35\\\", and measure_col=\\\"feature_33\\\". Since the SQLite snapshot stores fields as TEXT, empty strings are excluded and the measure is cast to REAL before aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3865f92ba4959debbedad1c19ffc9565449ef948 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_391e6a8eaffeb082", + "api_calls": 0, + "input_tokens": 88872, + "cached_input_tokens": 12032, + "output_tokens": 752, + "total_tokens": 89624, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16457.06, + "sql_execution_elapsed_ms_total": 14.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_391e6a8eaffeb082/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3a2713131f66e316/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3a2713131f66e316/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..255e5c1b5823ad41805fd671718125175911674d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3a2713131f66e316/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 1545, "support_share": 0.9859604339502234, "cumulative_support": 1545}, {"value_label": "0.0001", "support": 2, "support_share": 0.0012763241863433313, "cumulative_support": 1547}, {"value_label": "0.0007", "support": 2, "support_share": 0.0012763241863433313, "cumulative_support": 1549}, {"value_label": "0.0051", "support": 2, "support_share": 0.0012763241863433313, "cumulative_support": 1551}, {"value_label": "0.0003", "support": 1, "support_share": 0.0006381620931716656, "cumulative_support": 1552}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3a2713131f66e316/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3a2713131f66e316/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cbe88d4b95109a19cc88a7d590190c0aa619b269 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3a2713131f66e316/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_3a2713131f66e316 +-- problem_id: v2p_n8_5aa50fce4e45a118 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_115" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_115" +), 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_a/n8/artifacts/v2q_n8_3a2713131f66e316/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3a2713131f66e316/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19b48740d257d37278af73bf278062af477b81fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3a2713131f66e316/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n8_3a2713131f66e316\n-- problem_id: v2p_n8_5aa50fce4e45a118\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"feature_115\" AS value_label, COUNT(*) AS support\n FROM \"n8\"\n GROUP BY \"feature_115\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n8_3a2713131f66e316\\n-- problem_id: v2p_n8_5aa50fce4e45a118\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"feature_115\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n8\\\"\\n GROUP BY \\\"feature_115\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 1545, \"support_share\": 0.9859604339502234, \"cumulative_support\": 1545}, {\"value_label\": \"0.0001\", \"support\": 2, \"support_share\": 0.0012763241863433313, \"cumulative_support\": 1547}, {\"value_label\": \"0.0007\", \"support\": 2, \"support_share\": 0.0012763241863433313, \"cumulative_support\": 1549}, {\"value_label\": \"0.0051\", \"support\": 2, \"support_share\": 0.0012763241863433313, \"cumulative_support\": 1551}, {\"value_label\": \"0.0003\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"cumulative_support\": 1552}, {\"value_label\": \"0.0013\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"cumulative_support\": 1553}, {\"value_label\": \"0.0016\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"cumulative_support\": 1554}, {\"value_label\": \"0.0018\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"cumulative_support\": 1555}, {\"value_label\": \"0.0019\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"cumulative_support\": 1556}, {\"value_label\": \"0.002\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"cumulative_support\": 1557}, {\"value_label\": \"0.0021\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"cumulative_support\": 1558}, {\"value_label\": \"0.0044\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"cumulative_support\": 1559}, {\"value_label\": \"0.0058\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"cumulative_support\": 1560}, {\"value_label\": \"0.0129\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"cumulative_support\": 1561}, {\"value_label\": \"0.0149\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"cumulative_support\": 1562}, {\"value_label\": \"0.0157\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"cumulative_support\": 1563}, {\"value_label\": \"0.0197\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"cumulative_support\": 1564}, {\"value_label\": \"0.0228\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"cumulative_support\": 1565}, {\"value_label\": \"0.0316\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"cumulative_support\": 1566}, {\"value_label\": \"0.0414\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"cumulative_support\": 1567}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.71}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3a2713131f66e316/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3a2713131f66e316/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5a398914ccdb0d7da55bebbc08375279f69f6a19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3a2713131f66e316/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.493015+00:00", + "ended_at": "2026-05-19T16:24:22.497703+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_3a2713131f66e316", + "problem_id": "v2p_n8_5aa50fce4e45a118", + "dataset_id": "n8", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=feature_115.", + "bindings": { + "group_col": "feature_115" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_3a2713131f66e316.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3a2713131f66e316/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3a2713131f66e316/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_3a2713131f66e316/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_426428352347a929/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_426428352347a929/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3a9f34275791c7b67c1f3d5ce9b54d6ba2ae51ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_426428352347a929/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:14:36.622396+00:00", + "ended_at": "2026-05-19T16:14:47.711335+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_426428352347a929", + "problem_id": "v2p_n8_5dee728e1633af05", + "dataset_id": "n8", + "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=feature_450, condition_col=feature_75.", + "bindings": { + "group_col": "feature_450", + "condition_col": "feature_75", + "condition_value": "0", + "positive_value": "0", + "negative_value": "4.1955", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0415, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_426428352347a929/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_426428352347a929/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e5b0b293ff1ff58cfd3441c202a6eb76c6d3bf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_426428352347a929/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:41.890793+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5222.69, "started_at": "2026-05-19T16:14:36.666823+00:00", "ended_at": "2026-05-19T16:14:41.889544+00:00", "prompt_metrics": {"chars": 254831, "bytes_utf8": 254831, "lines": 7215, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-897d-7fc0-b2a8-bbade4c146e4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:14:47.711244+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4814.25, "started_at": "2026-05-19T16:14:42.895786+00:00", "ended_at": "2026-05-19T16:14:47.710076+00:00", "prompt_metrics": {"chars": 254831, "bytes_utf8": 254831, "lines": 7215, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-a203-7133-9a80-9cf1424f9d83\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45b939e268ec0555/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45b939e268ec0555/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5995b8539334afb5f47acba3c335257f1492cbcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45b939e268ec0555/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"total_rows": 1567, "missing_rows": 0, "missing_rate": 0.0}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45b939e268ec0555/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45b939e268ec0555/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4420ffb9b089df562f5320c1434322fe774799f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45b939e268ec0555/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_45b939e268ec0555 +-- problem_id: v2p_n8_f0bcd5612c0d4c41 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_1" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_1" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45b939e268ec0555/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45b939e268ec0555/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..006ba7b970d73f6e3a03cd31a9687921c4b3a8b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45b939e268ec0555/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: missingness_structure\n-- canonical_subitem_id: marginal_missing_rate_consistency\n-- intended_facet_id: missing_indicator_distribution\n-- variant_semantic_role: missing_indicator_view\n-- template_id: tpl_missing_marginal_rate_profile\n-- query_record_id: v2q_n8_45b939e268ec0555\n-- problem_id: v2p_n8_f0bcd5612c0d4c41\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n COUNT(*) AS total_rows,\n SUM(CASE WHEN \"feature_1\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN \"feature_1\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"n8\";", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: marginal_missing_rate_consistency\\n-- intended_facet_id: missing_indicator_distribution\\n-- variant_semantic_role: missing_indicator_view\\n-- template_id: tpl_missing_marginal_rate_profile\\n-- query_record_id: v2q_n8_45b939e268ec0555\\n-- problem_id: v2p_n8_f0bcd5612c0d4c41\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n COUNT(*) AS total_rows,\\n SUM(CASE WHEN \\\"feature_1\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n AVG(CASE WHEN \\\"feature_1\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"n8\\\";\", \"columns\": [\"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"total_rows\": 1567, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.05}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45b939e268ec0555/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45b939e268ec0555/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..845e9e436c4e846fec95bdb4c5179c9f73ad3716 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45b939e268ec0555/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.281829+00:00", + "ended_at": "2026-05-19T16:24:22.290760+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_45b939e268ec0555", + "problem_id": "v2p_n8_f0bcd5612c0d4c41", + "dataset_id": "n8", + "template_id": "tpl_missing_marginal_rate_profile", + "template_name": "Marginal Missing Rate Profile", + "family_id": "missingness_structure", + "canonical_subitem_id": "marginal_missing_rate_consistency", + "intended_facet_id": "missing_indicator_distribution", + "variant_semantic_role": "missing_indicator_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": false, + "question": "Use template Marginal Missing Rate Profile to probe marginal_missing_rate_consistency with semantic role missing_indicator_view. Focus on missing_col=feature_1.", + "bindings": { + "missing_col": "feature_1" + }, + "binding_roles": [ + "missing_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n COUNT(*) AS total_rows,\n SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table};", + "notes": [ + "default_facets=missing_indicator_distribution", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_45b939e268ec0555.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45b939e268ec0555/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45b939e268ec0555/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45b939e268ec0555/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45f32f31623b79e8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45f32f31623b79e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2361a3e9380dc43ee9e1de69fd6e127220e0a955 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45f32f31623b79e8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:10:40.329223+00:00", + "ended_at": "2026-05-19T16:10:47.921381+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_45f32f31623b79e8", + "problem_id": "v2p_n8_0f14e267a5bc750e", + "dataset_id": "n8", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_380, measure_col=feature_84.", + "bindings": { + "group_col": "feature_380", + "measure_col": "feature_84", + "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": 7.4885, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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_a/n8/artifacts/v2q_n8_45f32f31623b79e8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45f32f31623b79e8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6133cd60b6ff036694f9d4a06f7a61952485086 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_45f32f31623b79e8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:43.642154+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3280.24, "started_at": "2026-05-19T16:10:40.360624+00:00", "ended_at": "2026-05-19T16:10:43.640897+00:00", "prompt_metrics": {"chars": 255145, "bytes_utf8": 255145, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-ee6a-70d1-8e95-3c31ea149e6f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:10:47.921306+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3266.69, "started_at": "2026-05-19T16:10:44.653514+00:00", "ended_at": "2026-05-19T16:10:47.920260+00:00", "prompt_metrics": {"chars": 255145, "bytes_utf8": 255145, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-ff39-7ef2-8233-85ccf3f3ddd5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_494876303ff25fc7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_494876303ff25fc7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..275111452edafcac157e60da91d0f3525d4257e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_494876303ff25fc7/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:19:55.463288+00:00", + "ended_at": "2026-05-19T16:20:08.013449+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_494876303ff25fc7", + "problem_id": "v2p_n8_0b89260ea3fea595", + "dataset_id": "n8", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_530.", + "bindings": { + "group_col": "feature_530", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.8307, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=125" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_494876303ff25fc7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_494876303ff25fc7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de80ac30de8ba12e82d456823841d91d4c09ab34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_494876303ff25fc7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:58.673033+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3179.53, "started_at": "2026-05-19T16:19:55.492015+00:00", "ended_at": "2026-05-19T16:19:58.671573+00:00", "prompt_metrics": {"chars": 254575, "bytes_utf8": 254575, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-66e1-7481-83ef-e87617d5c90e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:20:08.013343+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 8328.48, "started_at": "2026-05-19T16:19:59.683441+00:00", "ended_at": "2026-05-19T16:20:08.011971+00:00", "prompt_metrics": {"chars": 254575, "bytes_utf8": 254575, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-774a-7442-9470-9afa0c59b168\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4d5c5d54462b3836/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4d5c5d54462b3836/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c54197e150f82034978b8c8d6b058eb42f953908 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4d5c5d54462b3836/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:22:18.723500+00:00", + "ended_at": "2026-05-19T16:22:35.488878+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_4d5c5d54462b3836", + "problem_id": "v2p_n8_3300b79f28e52392", + "dataset_id": "n8", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=feature_545, measure_col=feature_141.", + "bindings": { + "group_col": "feature_545", + "measure_col": "feature_141", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.3646, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4d5c5d54462b3836/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4d5c5d54462b3836/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fb97b5d7536bb25209d24b73dd81a52e47d00e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4d5c5d54462b3836/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:30.829492+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 12069.44, "started_at": "2026-05-19T16:22:18.758303+00:00", "ended_at": "2026-05-19T16:22:30.827797+00:00", "prompt_metrics": {"chars": 254673, "bytes_utf8": 254673, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-96e0-7d33-8979-dd9f9e0f0619\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:22:35.488755+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3650.58, "started_at": "2026-05-19T16:22:31.836054+00:00", "ended_at": "2026-05-19T16:22:35.486682+00:00", "prompt_metrics": {"chars": 254673, "bytes_utf8": 254673, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-ca1c-7762-8142-3414ba59d19f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4dd084b96f328dfd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4dd084b96f328dfd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d4c3c0f2859427badca79c6f94ad9ddee973526f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4dd084b96f328dfd/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:17:49.046173+00:00", + "ended_at": "2026-05-19T16:18:00.236611+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_4dd084b96f328dfd", + "problem_id": "v2p_n8_13a59ec96a4ceb85", + "dataset_id": "n8", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_119.", + "bindings": { + "measure_col": "feature_119", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5973, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4dd084b96f328dfd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4dd084b96f328dfd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d5eb8e24a5cf8168875cc20e955f0d4180501040 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4dd084b96f328dfd/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:55.170548+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6090.92, "started_at": "2026-05-19T16:17:49.077854+00:00", "ended_at": "2026-05-19T16:17:55.168818+00:00", "prompt_metrics": {"chars": 254522, "bytes_utf8": 254522, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-7973-7220-8114-066239063e28\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:00.236506+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4052.06, "started_at": "2026-05-19T16:17:56.182735+00:00", "ended_at": "2026-05-19T16:18:00.234864+00:00", "prompt_metrics": {"chars": 254522, "bytes_utf8": 254522, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-9550-7010-8d4a-dff24bf39cd2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4e49ba7bcd556cc1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4e49ba7bcd556cc1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5893f986ce093ff51b81259aad2ebc3ea89fc89c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4e49ba7bcd556cc1/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:07:49.106857+00:00", + "ended_at": "2026-05-19T16:07:56.620571+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_4e49ba7bcd556cc1", + "problem_id": "v2p_n8_bdcd5ae883cd6b2a", + "dataset_id": "n8", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_68.", + "bindings": { + "measure_col": "feature_68", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.8979, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=64" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4e49ba7bcd556cc1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4e49ba7bcd556cc1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b62b6d4f904a4250de8b5a2bc1b8af45bc81ec5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_4e49ba7bcd556cc1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:52.198318+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3060.62, "started_at": "2026-05-19T16:07:49.135395+00:00", "ended_at": "2026-05-19T16:07:52.196057+00:00", "prompt_metrics": {"chars": 254755, "bytes_utf8": 254755, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-5181-7260-86c7-d078ecf0452a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:07:56.620446+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3409.16, "started_at": "2026-05-19T16:07:53.209717+00:00", "ended_at": "2026-05-19T16:07:56.618924+00:00", "prompt_metrics": {"chars": 254755, "bytes_utf8": 254755, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-6183-71b2-861b-6b355dd01282\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_500e49497d0c26a1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_500e49497d0c26a1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..354f5119eea54fc869518d03f962051f6924d56e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_500e49497d0c26a1/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:11:44.748884+00:00", + "ended_at": "2026-05-19T16:11:53.574643+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_500e49497d0c26a1", + "problem_id": "v2p_n8_8914bf057177b27f", + "dataset_id": "n8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_396, measure_col=feature_90.", + "bindings": { + "group_col": "feature_396", + "measure_col": "feature_90", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.1876, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=85" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_500e49497d0c26a1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_500e49497d0c26a1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa8577150e13e80d37273b43348be0795c944639 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_500e49497d0c26a1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:48.313708+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3520.2, "started_at": "2026-05-19T16:11:44.792188+00:00", "ended_at": "2026-05-19T16:11:48.312420+00:00", "prompt_metrics": {"chars": 254767, "bytes_utf8": 254767, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-ea13-70e1-a85c-cff3441e873f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:11:53.574554+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4254.5, "started_at": "2026-05-19T16:11:49.318767+00:00", "ended_at": "2026-05-19T16:11:53.573303+00:00", "prompt_metrics": {"chars": 254767, "bytes_utf8": 254767, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-fbe7-7272-af80-3215656e0118\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_572d4406feaf1c22/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_572d4406feaf1c22/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cc15afe462d43c3127ae01de50415de6fdd9e1d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_572d4406feaf1c22/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:07:41.161353+00:00", + "ended_at": "2026-05-19T16:07:49.106319+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_572d4406feaf1c22", + "problem_id": "v2p_n8_efc1bc8d37d806f9", + "dataset_id": "n8", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_67.", + "bindings": { + "measure_col": "feature_67", + "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": 706.1317, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=63" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_572d4406feaf1c22/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_572d4406feaf1c22/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c9aeb02f4f6241c36295513e0db89f59fcbf8be6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_572d4406feaf1c22/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:44.352466+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3136.87, "started_at": "2026-05-19T16:07:41.214327+00:00", "ended_at": "2026-05-19T16:07:44.351236+00:00", "prompt_metrics": {"chars": 254756, "bytes_utf8": 254756, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-32a9-7a01-b938-8bc061424ce8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:07:49.106229+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3747.58, "started_at": "2026-05-19T16:07:45.357352+00:00", "ended_at": "2026-05-19T16:07:49.104964+00:00", "prompt_metrics": {"chars": 254756, "bytes_utf8": 254756, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-42d9-77b0-a7b1-74ddcb36617a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_5b141d2964292ac7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_5b141d2964292ac7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ad4d472baf5eba43216039ebfa16a456d1df06b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_5b141d2964292ac7/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"feature_50": "1", "total_rows": 1566, "missing_rows": 0, "missing_rate": 0.0}, {"feature_50": "", "total_rows": 1, "missing_rows": 0, "missing_rate": 0.0}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_5b141d2964292ac7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_5b141d2964292ac7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a9373da8dae312c023dd57c0f30f437ae0b0e824 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_5b141d2964292ac7/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_5b141d2964292ac7 +-- problem_id: v2p_n8_b322a167217b5344 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_50", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_293" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_293" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_50" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_5b141d2964292ac7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_5b141d2964292ac7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dbd5a387f351406cd78de2f47c2da21cd44f5093 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_5b141d2964292ac7/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: missingness_structure\n-- canonical_subitem_id: co_missingness_pattern_consistency\n-- intended_facet_id: missing_rate_by_subgroup\n-- variant_semantic_role: missing_rate_by_subgroup\n-- template_id: tpl_missing_rate_by_subgroup\n-- query_record_id: v2q_n8_5b141d2964292ac7\n-- problem_id: v2p_n8_b322a167217b5344\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"feature_50\",\n COUNT(*) AS total_rows,\n SUM(CASE WHEN \"feature_293\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN \"feature_293\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"n8\"\nGROUP BY \"feature_50\"\nORDER BY missing_rate DESC, total_rows DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: co_missingness_pattern_consistency\\n-- intended_facet_id: missing_rate_by_subgroup\\n-- variant_semantic_role: missing_rate_by_subgroup\\n-- template_id: tpl_missing_rate_by_subgroup\\n-- query_record_id: v2q_n8_5b141d2964292ac7\\n-- problem_id: v2p_n8_b322a167217b5344\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"feature_50\\\",\\n COUNT(*) AS total_rows,\\n SUM(CASE WHEN \\\"feature_293\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n AVG(CASE WHEN \\\"feature_293\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_50\\\"\\nORDER BY missing_rate DESC, total_rows DESC;\", \"columns\": [\"feature_50\", \"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"feature_50\": \"1\", \"total_rows\": 1566, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_50\": \"\", \"total_rows\": 1, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.41}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_5b141d2964292ac7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_5b141d2964292ac7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8d6e29309b677aea01b1a866e8b8f9bbee9868a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_5b141d2964292ac7/run_manifest.json @@ -0,0 +1,59 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.382122+00:00", + "ended_at": "2026-05-19T16:24:22.387437+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_5b141d2964292ac7", + "problem_id": "v2p_n8_b322a167217b5344", + "dataset_id": "n8", + "template_id": "tpl_missing_rate_by_subgroup", + "template_name": "Missing Rate by Subgroup", + "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", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": false, + "question": "Use template Missing Rate by Subgroup to probe co_missingness_pattern_consistency with semantic role missing_rate_by_subgroup. Focus on group_col=feature_50, missing_col=feature_293.", + "bindings": { + "missing_col": "feature_293", + "group_col": "feature_50" + }, + "binding_roles": [ + "missing_col", + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS total_rows,\n SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY missing_rate DESC, total_rows DESC;", + "notes": [ + "default_facets=missing_rate_by_subgroup,missing_target_interaction", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_5b141d2964292ac7.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_5b141d2964292ac7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_5b141d2964292ac7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_5b141d2964292ac7/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_61db55495f46f96c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_61db55495f46f96c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..357c385a2765076e4e2c86a913af6c71a003e941 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_61db55495f46f96c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_61db55495f46f96c +-- problem_id: v2p_n8_9f98c9164c39728a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_146" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_146" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_61db55495f46f96c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_61db55495f46f96c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c780117b32456ab3a5ba3606584fead24046c9ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_61db55495f46f96c/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.303632+00:00", + "ended_at": "2026-05-19T16:24:22.307957+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_61db55495f46f96c", + "problem_id": "v2p_n8_9f98c9164c39728a", + "dataset_id": "n8", + "template_id": "tpl_missing_marginal_rate_profile", + "template_name": "Marginal Missing Rate Profile", + "family_id": "missingness_structure", + "canonical_subitem_id": "marginal_missing_rate_consistency", + "intended_facet_id": "missing_indicator_distribution", + "variant_semantic_role": "missing_indicator_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": false, + "question": "Use template Marginal Missing Rate Profile to probe marginal_missing_rate_consistency with semantic role missing_indicator_view. Focus on missing_col=feature_146.", + "bindings": { + "missing_col": "feature_146" + }, + "binding_roles": [ + "missing_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n COUNT(*) AS total_rows,\n SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table};", + "notes": [ + "default_facets=missing_indicator_distribution", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_61db55495f46f96c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_61db55495f46f96c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_61db55495f46f96c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_61db55495f46f96c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_637b9fb226f0ac5d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_637b9fb226f0ac5d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..29ccdca943f21a5a085c9ed9b8dd9443e267a215 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_637b9fb226f0ac5d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"feature_98": "0", "total_rows": 1561, "missing_rows": 0, "missing_rate": 0.0}, {"feature_98": "", "total_rows": 6, "missing_rows": 0, "missing_rate": 0.0}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_637b9fb226f0ac5d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_637b9fb226f0ac5d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..099c0faf46e0b36e0f41884842e672825ce5f72c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_637b9fb226f0ac5d/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_637b9fb226f0ac5d +-- problem_id: v2p_n8_251161038a52aa28 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_98", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_42" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_42" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_98" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_637b9fb226f0ac5d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_637b9fb226f0ac5d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f29ad93a741b778d613d9c1160e2c8c6cba92c26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_637b9fb226f0ac5d/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: missingness_structure\n-- canonical_subitem_id: co_missingness_pattern_consistency\n-- intended_facet_id: missing_rate_by_subgroup\n-- variant_semantic_role: missing_rate_by_subgroup\n-- template_id: tpl_missing_rate_by_subgroup\n-- query_record_id: v2q_n8_637b9fb226f0ac5d\n-- problem_id: v2p_n8_251161038a52aa28\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"feature_98\",\n COUNT(*) AS total_rows,\n SUM(CASE WHEN \"feature_42\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN \"feature_42\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"n8\"\nGROUP BY \"feature_98\"\nORDER BY missing_rate DESC, total_rows DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: co_missingness_pattern_consistency\\n-- intended_facet_id: missing_rate_by_subgroup\\n-- variant_semantic_role: missing_rate_by_subgroup\\n-- template_id: tpl_missing_rate_by_subgroup\\n-- query_record_id: v2q_n8_637b9fb226f0ac5d\\n-- problem_id: v2p_n8_251161038a52aa28\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"feature_98\\\",\\n COUNT(*) AS total_rows,\\n SUM(CASE WHEN \\\"feature_42\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n AVG(CASE WHEN \\\"feature_42\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_98\\\"\\nORDER BY missing_rate DESC, total_rows DESC;\", \"columns\": [\"feature_98\", \"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"feature_98\": \"0\", \"total_rows\": 1561, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_98\": \"\", \"total_rows\": 6, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.57}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_637b9fb226f0ac5d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_637b9fb226f0ac5d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..971f2fce290035280495cdffaa691a4c4634094f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_637b9fb226f0ac5d/run_manifest.json @@ -0,0 +1,59 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.356169+00:00", + "ended_at": "2026-05-19T16:24:22.360595+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_637b9fb226f0ac5d", + "problem_id": "v2p_n8_251161038a52aa28", + "dataset_id": "n8", + "template_id": "tpl_missing_rate_by_subgroup", + "template_name": "Missing Rate by Subgroup", + "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", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": false, + "question": "Use template Missing Rate by Subgroup to probe co_missingness_pattern_consistency with semantic role missing_rate_by_subgroup. Focus on group_col=feature_98, missing_col=feature_42.", + "bindings": { + "missing_col": "feature_42", + "group_col": "feature_98" + }, + "binding_roles": [ + "missing_col", + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS total_rows,\n SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY missing_rate DESC, total_rows DESC;", + "notes": [ + "default_facets=missing_rate_by_subgroup,missing_target_interaction", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_637b9fb226f0ac5d.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_637b9fb226f0ac5d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_637b9fb226f0ac5d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_637b9fb226f0ac5d/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_63f73c2b96d28ac1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_63f73c2b96d28ac1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b28429ea20c67e290391fa629c130e9432766c82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_63f73c2b96d28ac1/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:29:17.955468+00:00", + "ended_at": "2026-05-19T15:31:08.337023+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_63f73c2b96d28ac1", + "problem_id": "v2p_n8_8560dec57d669ceb", + "dataset_id": "n8", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_43, measure_col=feature_3.", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_3", + "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": 2219.7667, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=2" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_63f73c2b96d28ac1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_63f73c2b96d28ac1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ef8230c97695bf920a6e27032513d87284a7efa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_63f73c2b96d28ac1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:30:10.814681+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 52828.64, "started_at": "2026-05-19T15:29:17.984302+00:00", "ended_at": "2026-05-19T15:30:10.812970+00:00", "prompt_metrics": {"chars": 254589, "bytes_utf8": 254589, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 3746, "bytes_utf8": 3746, "lines": 13, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40db-0d92-70b2-a411-d3eb722fd751\"}\n{\"type\":\"turn.started\"}\n{\"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 1960264, Requested 89388. Please try again in 1.489s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 1964551, Requested 89388. Please try again in 1.618s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 1958720, Requested 8938", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:31:08.336899+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 56505.24, "started_at": "2026-05-19T15:30:11.830270+00:00", "ended_at": "2026-05-19T15:31:08.335572+00:00", "prompt_metrics": {"chars": 254589, "bytes_utf8": 254589, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 3746, "bytes_utf8": 3746, "lines": 13, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40db-e010-7771-91e5-79f84720dcac\"}\n{\"type\":\"turn.started\"}\n{\"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 1988112, Requested 89388. Please try again in 2.325s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 1989213, Requested 89388. Please try again in 2.358s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 8938", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6606c22637986832/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6606c22637986832/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c782bd2488d8a1803aca7b6a5103ff91430de65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6606c22637986832/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"feature_21": "1.4071", "support": 12, "avg_response": 2522.351666666667}, {"feature_21": "1.4088", "support": 10, "avg_response": 2564.244}, {"feature_21": "1.409", "support": 10, "avg_response": 2527.335}, {"feature_21": "1.4082", "support": 9, "avg_response": 2548.8722222222223}, {"feature_21": "1.4075", "support": 8, "avg_response": 2513.72625}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6606c22637986832/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6606c22637986832/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ce585727e9821bbbf29d9f4f649f05ebdeb7777 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6606c22637986832/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_6606c22637986832 +-- problem_id: v2p_n8_e0d052dc4d367603 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_21", + COUNT(*) AS support, + AVG("feature_2") AS avg_response +FROM "n8" +GROUP BY "feature_21" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6606c22637986832/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6606c22637986832/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db7ef5e61e620515f41f01cb73699b48e923f921 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6606c22637986832/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n8_6606c22637986832\n-- problem_id: v2p_n8_e0d052dc4d367603\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"feature_21\",\n COUNT(*) AS support,\n AVG(\"feature_2\") AS avg_response\nFROM \"n8\"\nGROUP BY \"feature_21\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n8_6606c22637986832\\n-- problem_id: v2p_n8_e0d052dc4d367603\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"feature_21\\\",\\n COUNT(*) AS support,\\n AVG(\\\"feature_2\\\") AS avg_response\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_21\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"feature_21\", \"support\", \"avg_response\"], \"rows\": [{\"feature_21\": \"1.4071\", \"support\": 12, \"avg_response\": 2522.351666666667}, {\"feature_21\": \"1.4088\", \"support\": 10, \"avg_response\": 2564.244}, {\"feature_21\": \"1.409\", \"support\": 10, \"avg_response\": 2527.335}, {\"feature_21\": \"1.4082\", \"support\": 9, \"avg_response\": 2548.8722222222223}, {\"feature_21\": \"1.4075\", \"support\": 8, \"avg_response\": 2513.72625}, {\"feature_21\": \"1.4074\", \"support\": 8, \"avg_response\": 2497.4425}, {\"feature_21\": \"1.3969\", \"support\": 8, \"avg_response\": 2497.3424999999997}, {\"feature_21\": \"1.3987\", \"support\": 8, \"avg_response\": 2486.76}, {\"feature_21\": \"1.4128\", \"support\": 8, \"avg_response\": 2473.18125}, {\"feature_21\": \"1.4077\", \"support\": 8, \"avg_response\": 2463.21375}, {\"feature_21\": \"1.4127\", \"support\": 7, \"avg_response\": 2529.0185714285717}, {\"feature_21\": \"1.4064\", \"support\": 7, \"avg_response\": 2523.7657142857142}, {\"feature_21\": \"1.3943\", \"support\": 7, \"avg_response\": 2509.562857142857}, {\"feature_21\": \"1.4107\", \"support\": 7, \"avg_response\": 2509.447142857143}, {\"feature_21\": \"1.4027\", \"support\": 7, \"avg_response\": 2509.35}, {\"feature_21\": \"1.41\", \"support\": 7, \"avg_response\": 2508.828571428571}, {\"feature_21\": \"1.4119\", \"support\": 7, \"avg_response\": 2504.5885714285714}, {\"feature_21\": \"1.4094\", \"support\": 7, \"avg_response\": 2500.695714285714}, {\"feature_21\": \"1.4044\", \"support\": 7, \"avg_response\": 2494.9814285714283}, {\"feature_21\": \"1.4034\", \"support\": 7, \"avg_response\": 2492.73}, {\"feature_21\": \"1.397\", \"support\": 7, \"avg_response\": 2486.098571428571}, {\"feature_21\": \"1.4087\", \"support\": 7, \"avg_response\": 2481.6671428571426}, {\"feature_21\": \"1.3993\", \"support\": 7, \"avg_response\": 2466.1057142857144}, {\"feature_21\": \"1.4108\", \"support\": 7, \"avg_response\": 2464.824285714286}, {\"feature_21\": \"1.3991\", \"support\": 7, \"avg_response\": 2464.227142857143}, {\"feature_21\": \"1.399\", \"support\": 7, \"avg_response\": 2460.1357142857146}, {\"feature_21\": \"1.3971\", \"support\": 7, \"avg_response\": 2420.23}, {\"feature_21\": \"1.4056\", \"support\": 7, \"avg_response\": 2411.35}, {\"feature_21\": \"1.4118\", \"support\": 7, \"avg_response\": 2142.9185714285713}, {\"feature_21\": \"1.3982\", \"support\": 6, \"avg_response\": 2551.08}, {\"feature_21\": \"1.4024\", \"support\": 6, \"avg_response\": 2542.978333333333}, {\"feature_21\": \"1.4123\", \"support\": 6, \"avg_response\": 2528.7083333333335}, {\"feature_21\": \"1.3975\", \"support\": 6, \"avg_response\": 2522.4116666666664}, {\"feature_21\": \"1.4092\", \"support\": 6, \"avg_response\": 2517.68}, {\"feature_21\": \"1.3972\", \"support\": 6, \"avg_response\": 2508.01}, {\"feature_21\": \"1.3985\", \"support\": 6, \"avg_response\": 2507.53}, {\"feature_21\": \"1.4235\", \"support\": 6, \"avg_response\": 2498.9983333333334}, {\"feature_21\": \"1.4016\", \"support\": 6, \"avg_response\": 2497.2716666666665}, {\"feature_21\": \"1.3869\", \"support\": 6, \"avg_response\": 2494.0366666666664}, {\"feature_21\": \"1.4104\", \"support\": 6, \"avg_response\": 2493.7083333333335}, {\"feature_21\": \"1.4091\", \"support\": 6, \"avg_response\": 2492.3683333333333}, {\"feature_21\": \"1.4041\", \"support\": 6, \"avg_response\": 2490.03}, {\"feature_21\": \"1.3964\", \"support\": 6, \"avg_response\": 2488.7933333333335}, {\"feature_21\": \"1.4068\", \"support\": 6, \"avg_response\": 2486.5783333333334}, {\"feature_21\": \"1.4144\", \"support\": 6, \"avg_response\": 2486.1566666666663}, {\"feature_21\": \"1.4017\", \"support\": 6, \"avg_response\": 2480.165}, {\"feature_21\": \"1.4151\", \"support\": 6, \"avg_response\": 2470.0333333333333}, {\"feature_21\": \"1.4095\", \"support\": 6, \"avg_response\": 2469.565}, {\"feature_21\": \"1.4063\", \"support\": 6, \"avg_response\": 2465.806666666667}, {\"feature_21\": \"1.4089\", \"support\": 6, \"avg_response\": 2461.2933333333335}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.97}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6606c22637986832/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6606c22637986832/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..82ae1e0f9f0ab6a7272a49c75c29a261006a22ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6606c22637986832/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.685419+00:00", + "ended_at": "2026-05-19T16:24:22.690364+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_6606c22637986832", + "problem_id": "v2p_n8_e0d052dc4d367603", + "dataset_id": "n8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=feature_2, key_col=feature_21.", + "bindings": { + "key_col": "feature_21", + "measure_col": "feature_2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_6606c22637986832.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6606c22637986832/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6606c22637986832/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6606c22637986832/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_677f78774eb68351/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_677f78774eb68351/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2d5dd1195bba9b6ecd43f5d0b4a5e677e21039eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_677f78774eb68351/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:07:25.372971+00:00", + "ended_at": "2026-05-19T16:07:33.341161+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_677f78774eb68351", + "problem_id": "v2p_n8_e50e55b5b84033a9", + "dataset_id": "n8", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_65.", + "bindings": { + "measure_col": "feature_65", + "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": 25.4691, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=61" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_677f78774eb68351/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_677f78774eb68351/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ffb3480d677408a769ef96027c0a10b185fcab1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_677f78774eb68351/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:28.670861+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3267.93, "started_at": "2026-05-19T16:07:25.401588+00:00", "ended_at": "2026-05-19T16:07:28.669547+00:00", "prompt_metrics": {"chars": 254755, "bytes_utf8": 254755, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-f4d6-7c72-81f5-f46c28c2bf1e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:07:33.341066+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3663.7, "started_at": "2026-05-19T16:07:29.676000+00:00", "ended_at": "2026-05-19T16:07:33.339737+00:00", "prompt_metrics": {"chars": 254755, "bytes_utf8": 254755, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-05ba-77b0-a9a8-374f75c7ee42\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_67c436ac5f6c73ea/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_67c436ac5f6c73ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0ec7056ed61a51bb2fff4d79452e4e317f972cd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_67c436ac5f6c73ea/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:15:02.897134+00:00", + "ended_at": "2026-05-19T16:15:10.295541+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_67c436ac5f6c73ea", + "problem_id": "v2p_n8_07abbcfa67b60296", + "dataset_id": "n8", + "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=feature_451, condition_col=feature_207.", + "bindings": { + "group_col": "feature_451", + "condition_col": "feature_207", + "condition_value": "2", + "positive_value": "0", + "negative_value": "2", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.0091, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_67c436ac5f6c73ea/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_67c436ac5f6c73ea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05e406a8ee1b2619a16fefef8a28784889cbdce2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_67c436ac5f6c73ea/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:05.986857+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3059.54, "started_at": "2026-05-19T16:15:02.925855+00:00", "ended_at": "2026-05-19T16:15:05.985420+00:00", "prompt_metrics": {"chars": 254840, "bytes_utf8": 254840, "lines": 7215, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-f013-7881-8432-df4969e2aa06\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:15:10.295448+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3301.44, "started_at": "2026-05-19T16:15:06.992686+00:00", "ended_at": "2026-05-19T16:15:10.294172+00:00", "prompt_metrics": {"chars": 254840, "bytes_utf8": 254840, "lines": 7215, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-0031-7c93-93c9-501a85081454\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_69078c5f73f3daab/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_69078c5f73f3daab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..55c29e575b2b30e899fc8bdf2097d4022596b3b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_69078c5f73f3daab/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:18:29.199373+00:00", + "ended_at": "2026-05-19T16:18:37.552125+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_69078c5f73f3daab", + "problem_id": "v2p_n8_b6a7e3756c9ad7fc", + "dataset_id": "n8", + "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=feature_514.", + "bindings": { + "group_col": "feature_514", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.187, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_69078c5f73f3daab/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_69078c5f73f3daab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f87f1fdf62e96ccbbf1a54bed619c2f1af41bf8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_69078c5f73f3daab/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:33.161228+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3927.23, "started_at": "2026-05-19T16:18:29.232770+00:00", "ended_at": "2026-05-19T16:18:33.160021+00:00", "prompt_metrics": {"chars": 254574, "bytes_utf8": 254574, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-15ef-7203-8d10-29fdfb26703f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:37.552035+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3378.59, "started_at": "2026-05-19T16:18:34.172153+00:00", "ended_at": "2026-05-19T16:18:37.550788+00:00", "prompt_metrics": {"chars": 254574, "bytes_utf8": 254574, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-2935-77e3-9493-3c34d3463df9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6a2a43e7c62c7729/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6a2a43e7c62c7729/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a48123d4b06a10b1c63efc7a13ff15d09c181949 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6a2a43e7c62c7729/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:55:45.673358+00:00", + "ended_at": "2026-05-19T15:55:54.094605+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_6a2a43e7c62c7729", + "problem_id": "v2p_n8_527b82d997924999", + "dataset_id": "n8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_231, measure_col=feature_30.", + "bindings": { + "group_col": "feature_231", + "measure_col": "feature_30", + "item_col": "feature_32", + "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": 2.4667, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6a2a43e7c62c7729/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6a2a43e7c62c7729/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ba9bfde2584f7b2007f29de9c178339a23bc67b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_6a2a43e7c62c7729/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:55:49.464816+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3762.0, "started_at": "2026-05-19T15:55:45.701489+00:00", "ended_at": "2026-05-19T15:55:49.463518+00:00", "prompt_metrics": {"chars": 255002, "bytes_utf8": 255002, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f3-47dc-7092-b0ce-db00ffe9512b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:55:54.094519+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3617.86, "started_at": "2026-05-19T15:55:50.475404+00:00", "ended_at": "2026-05-19T15:55:54.093312+00:00", "prompt_metrics": {"chars": 255002, "bytes_utf8": 255002, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f3-5a72-7872-91eb-eeacf166b1f6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_71ab76fab0202db4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_71ab76fab0202db4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e3b8ab2fcb7fa57ea25e8035684e2ec95f247bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_71ab76fab0202db4/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"feature_9": "1.4454", "support": 5, "avg_response": 2491.726}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_71ab76fab0202db4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_71ab76fab0202db4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..df57c4c6ef4e6607d2a0a5eedb4b96c90f37f035 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_71ab76fab0202db4/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_71ab76fab0202db4 +-- problem_id: v2p_n8_1bde12a1b60d83c5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_9", + COUNT(*) AS support, + AVG("feature_2") AS avg_response +FROM "n8" +GROUP BY "feature_9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_71ab76fab0202db4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_71ab76fab0202db4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c3d653c10e3f69638b842a2f15a00afbc844b8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_71ab76fab0202db4/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n8_71ab76fab0202db4\n-- problem_id: v2p_n8_1bde12a1b60d83c5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"feature_9\",\n COUNT(*) AS support,\n AVG(\"feature_2\") AS avg_response\nFROM \"n8\"\nGROUP BY \"feature_9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n8_71ab76fab0202db4\\n-- problem_id: v2p_n8_1bde12a1b60d83c5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"feature_9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"feature_2\\\") AS avg_response\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"feature_9\", \"support\", \"avg_response\"], \"rows\": [{\"feature_9\": \"1.4454\", \"support\": 5, \"avg_response\": 2491.726}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.4}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_71ab76fab0202db4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_71ab76fab0202db4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3830bd7bd9766aa04ec0f74669cc4969beed5d4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_71ab76fab0202db4/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.646066+00:00", + "ended_at": "2026-05-19T16:24:22.651338+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_71ab76fab0202db4", + "problem_id": "v2p_n8_1bde12a1b60d83c5", + "dataset_id": "n8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=feature_2, key_col=feature_9.", + "bindings": { + "key_col": "feature_9", + "measure_col": "feature_2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_71ab76fab0202db4.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_71ab76fab0202db4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_71ab76fab0202db4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_71ab76fab0202db4/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_73123c8796122b7e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_73123c8796122b7e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fb81dc45503c4f0b9562efeb7ed91285301ba2a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_73123c8796122b7e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:44:57.928364+00:00", + "ended_at": "2026-05-19T15:46:40.526323+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_73123c8796122b7e", + "problem_id": "v2p_n8_b1dbf2e4da573f1f", + "dataset_id": "n8", + "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=feature_95, measure_col=feature_8.", + "bindings": { + "group_col": "feature_95", + "measure_col": "feature_8", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.1221, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=7" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_73123c8796122b7e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_73123c8796122b7e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7b3f2243812aabb97d5faa24773939499e9e557 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_73123c8796122b7e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:45:48.227133+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 50262.79, "started_at": "2026-05-19T15:44:57.962421+00:00", "ended_at": "2026-05-19T15:45:48.225236+00:00", "prompt_metrics": {"chars": 254585, "bytes_utf8": 254585, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 3744, "bytes_utf8": 3744, "lines": 13, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40e9-657e-7a60-bbe1-b269af922c9d\"}\n{\"type\":\"turn.started\"}\n{\"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 1955871, Requested 89387. Please try again in 1.357s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 1999478, Requested 89387. Please try again in 2.665s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 1979404, Requested 8938", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:46:40.526173+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 51285.94, "started_at": "2026-05-19T15:45:49.237713+00:00", "ended_at": "2026-05-19T15:46:40.523721+00:00", "prompt_metrics": {"chars": 254585, "bytes_utf8": 254585, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 3744, "bytes_utf8": 3744, "lines": 13, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ea-2dd3-70a3-a645-a2d535949966\"}\n{\"type\":\"turn.started\"}\n{\"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 1975981, Requested 89387. Please try again in 1.961s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 1948766, Requested 89387. Please try again in 1.144s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 1976509, Requested 8938", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7501e0b484970831/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7501e0b484970831/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..226e172bf9c37ad0514dd972a82ff3d67c326b12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7501e0b484970831/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:14:01.451640+00:00", + "ended_at": "2026-05-19T16:14:10.005917+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_7501e0b484970831", + "problem_id": "v2p_n8_05c76013bb486d42", + "dataset_id": "n8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_404, measure_col=feature_99.", + "bindings": { + "group_col": "feature_404", + "measure_col": "feature_99", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.2882, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=93" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7501e0b484970831/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7501e0b484970831/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5087f9678b399cbd3fe5aec47cad1268d10ce07f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7501e0b484970831/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:05.273233+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3792.17, "started_at": "2026-05-19T16:14:01.479748+00:00", "ended_at": "2026-05-19T16:14:05.271950+00:00", "prompt_metrics": {"chars": 254768, "bytes_utf8": 254768, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-0007-7a51-a4b0-626ebce17f48\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:14:10.005824+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3720.27, "started_at": "2026-05-19T16:14:06.284209+00:00", "ended_at": "2026-05-19T16:14:10.004530+00:00", "prompt_metrics": {"chars": 254768, "bytes_utf8": 254768, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-12ef-7222-aa1e-511a3fb40142\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4764b66aa20e88b164d73a2474c11cd5e42c501 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/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=feature_50, measure_col=feature_4. +Result preview: [{"feature_50": "1", "total_measure": 2167461.4524}, {"feature_50": "", "total_measure": 1111.4499}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a1555540e13617b2144ed31d64e2031f0f050ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_78b2553296043cc9 +-- problem_id: v2p_n8_071ac8537e1edd3f +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_50", + SUM(CAST(NULLIF("feature_4", '') AS REAL)) AS "total_measure" +FROM "n8" +GROUP BY "feature_50" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73be5c3e4aee216d1345fbc44d9cd179e45ef5c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT\n \"feature_50\",\n SUM(CAST(NULLIF(\"feature_4\", '') AS REAL)) AS \"total_measure\"\nFROM \"n8\"\nGROUP BY \"feature_50\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"feature_50\\\",\\n SUM(CAST(NULLIF(\\\"feature_4\\\", '') AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_50\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"feature_50\", \"total_measure\"], \"rows\": [{\"feature_50\": \"1\", \"total_measure\": 2167461.4524}, {\"feature_50\": \"\", \"total_measure\": 1111.4499}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.85}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a7cb6ebc3fc013bd15f1effc0bac31a2f3008bc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:35:04.384089+00:00", + "ended_at": "2026-05-19T15:36:39.117183+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_78b2553296043cc9", + "problem_id": "v2p_n8_071ac8537e1edd3f", + "dataset_id": "n8", + "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=feature_50, measure_col=feature_4.", + "bindings": { + "group_col": "feature_50", + "measure_col": "feature_4", + "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": 1902.927012, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_78b2553296043cc9.sql", + "usage_summary": { + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_78b2553296043cc9", + "api_calls": 0, + "input_tokens": 88753, + "cached_input_tokens": 0, + "output_tokens": 469, + "total_tokens": 89222, + "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": 93664.67, + "sql_execution_elapsed_ms_total": 4.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..100e8bb4f30be5c43315b2ba5e2b11cde430ca57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:35:59.742941+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 55305.97, "started_at": "2026-05-19T15:35:04.435443+00:00", "ended_at": "2026-05-19T15:35:59.741442+00:00", "prompt_metrics": {"chars": 254593, "bytes_utf8": 254593, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 3743, "bytes_utf8": 3743, "lines": 13, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40e0-56e6-7ce1-bef6-94ac9add7b1f\"}\n{\"type\":\"turn.started\"}\n{\"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 1968856, Requested 89388. Please try again in 1.747s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 1976606, Requested 89388. Please try again in 1.979s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 1964092, Requested 8938", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:36:39.110667+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": 38358.7, "started_at": "2026-05-19T15:36:00.750484+00:00", "ended_at": "2026-05-19T15:36:39.109232+00:00", "prompt_metrics": {"chars": 254593, "bytes_utf8": 254593, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 479, "bytes_utf8": 479, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 88753, "cached_input_tokens": 0, "output_tokens": 469, "reasoning_output_tokens": 336}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"feature_50\\\",\\n SUM(CAST(NULLIF(\\\"feature_4\\\", '') AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_50\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=feature_50 and measure_col=feature_4. Because the schema stores values as TEXT, NULLIF(..., '') and CAST(... AS REAL) make the SUM SQLite-safe by ignoring empty strings and summing numeric values.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad44b65f93c02679bf63ba0d3865d02345226175 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_78b2553296043cc9", + "api_calls": 0, + "input_tokens": 88753, + "cached_input_tokens": 0, + "output_tokens": 469, + "total_tokens": 89222, + "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": 93664.67, + "sql_execution_elapsed_ms_total": 4.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_78b2553296043cc9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_79f9fa9cfd85185c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_79f9fa9cfd85185c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..829a0202ab621477f4d0efce6e6ecc26ba6c42fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_79f9fa9cfd85185c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:13:11.041139+00:00", + "ended_at": "2026-05-19T16:13:20.841267+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_79f9fa9cfd85185c", + "problem_id": "v2p_n8_77170df3aeb7eb7f", + "dataset_id": "n8", + "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=feature_401, measure_col=feature_95.", + "bindings": { + "group_col": "feature_401", + "measure_col": "feature_95", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_79f9fa9cfd85185c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_79f9fa9cfd85185c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4467e4fca68acb4f78f2afca6f25222bb0e3868e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_79f9fa9cfd85185c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:16.461912+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5370.71, "started_at": "2026-05-19T16:13:11.089789+00:00", "ended_at": "2026-05-19T16:13:16.460531+00:00", "prompt_metrics": {"chars": 254766, "bytes_utf8": 254766, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-3b2c-7192-b686-ebbcc0a05028\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:13:20.841169+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3372.8, "started_at": "2026-05-19T16:13:17.466816+00:00", "ended_at": "2026-05-19T16:13:20.839648+00:00", "prompt_metrics": {"chars": 254766, "bytes_utf8": 254766, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-5456-7f83-9ab6-e616c62fd618\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7bc1fa5c63a9c30c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7bc1fa5c63a9c30c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ca1dd2869531feeb499ee07aa5e3bff19378f1d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7bc1fa5c63a9c30c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:10:47.921858+00:00", + "ended_at": "2026-05-19T16:10:55.946340+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_7bc1fa5c63a9c30c", + "problem_id": "v2p_n8_0666c948259be456", + "dataset_id": "n8", + "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=feature_380, measure_col=feature_84.", + "bindings": { + "group_col": "feature_380", + "measure_col": "feature_84", + "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": 7.467548, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7bc1fa5c63a9c30c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7bc1fa5c63a9c30c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e411d31f86a971066da27a1655c06713ed43a7e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7bc1fa5c63a9c30c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:51.304234+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3353.45, "started_at": "2026-05-19T16:10:47.949465+00:00", "ended_at": "2026-05-19T16:10:51.302948+00:00", "prompt_metrics": {"chars": 255148, "bytes_utf8": 255148, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-0c05-7241-93b8-0a9e604923f2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:10:55.946252+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3635.19, "started_at": "2026-05-19T16:10:52.309834+00:00", "ended_at": "2026-05-19T16:10:55.945054+00:00", "prompt_metrics": {"chars": 255148, "bytes_utf8": 255148, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-1d31-7002-966f-65e23b318fca\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7cdd6a63ce8b8a2d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7cdd6a63ce8b8a2d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68e3b4c9a5c575cf0cc51c975b27a19cb0006688 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7cdd6a63ce8b8a2d/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:23:38.792465+00:00", + "ended_at": "2026-05-19T16:23:52.435796+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_7cdd6a63ce8b8a2d", + "problem_id": "v2p_n8_f6774173c4e3708a", + "dataset_id": "n8", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=feature_43, measure_col=feature_146.", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_146", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0769, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=139" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7cdd6a63ce8b8a2d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7cdd6a63ce8b8a2d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd2a3a5075dec6f48a5d27e9e9cb940f57abc075 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7cdd6a63ce8b8a2d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:44.676913+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5850.78, "started_at": "2026-05-19T16:23:38.824142+00:00", "ended_at": "2026-05-19T16:23:44.674970+00:00", "prompt_metrics": {"chars": 254671, "bytes_utf8": 254671, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-cfef-7c50-aa32-0cf6a37d6cb1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:23:52.435670+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6744.55, "started_at": "2026-05-19T16:23:45.689232+00:00", "ended_at": "2026-05-19T16:23:52.433852+00:00", "prompt_metrics": {"chars": 254671, "bytes_utf8": 254671, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-eaa4-78f1-9646-d1698019637a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7dfe89f34c194a46/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7dfe89f34c194a46/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..616da123eee923eb00cc3f4835d11553fc8a92f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7dfe89f34c194a46/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:19:19.757708+00:00", + "ended_at": "2026-05-19T16:19:27.932415+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_7dfe89f34c194a46", + "problem_id": "v2p_n8_b46ba9081cf8d588", + "dataset_id": "n8", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_522.", + "bindings": { + "group_col": "feature_522", + "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": 3.345, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=123" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7dfe89f34c194a46/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7dfe89f34c194a46/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd54f3bf4ec0511b716b3f5a74e7ad5b8aa1bcca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7dfe89f34c194a46/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:23.696048+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3908.27, "started_at": "2026-05-19T16:19:19.786159+00:00", "ended_at": "2026-05-19T16:19:23.694459+00:00", "prompt_metrics": {"chars": 254574, "bytes_utf8": 254574, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-db75-7683-b8d0-8bc8add9c890\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:19:27.932292+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3229.58, "started_at": "2026-05-19T16:19:24.700945+00:00", "ended_at": "2026-05-19T16:19:27.930553+00:00", "prompt_metrics": {"chars": 254574, "bytes_utf8": 254574, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-ee9a-7f00-b2d4-ad4c2a68e430\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7e613d5a627d9d77/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7e613d5a627d9d77/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3141c82ece46c95eaf63b81b06eb01fa50c4c60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7e613d5a627d9d77/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"feature_75": "0", "total_rows": 1560, "missing_rows": 0, "missing_rate": 0.0}, {"feature_75": "", "total_rows": 6, "missing_rows": 0, "missing_rate": 0.0}, {"feature_75": "4.1955", "total_rows": 1, "missing_rows": 0, "missing_rate": 0.0}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7e613d5a627d9d77/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7e613d5a627d9d77/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..def16ec8547c22c2c9684dcebcfa8a758d2d76ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7e613d5a627d9d77/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_7e613d5a627d9d77 +-- problem_id: v2p_n8_b6d4c74b5829bf34 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_75", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_244" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_244" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_75" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7e613d5a627d9d77/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7e613d5a627d9d77/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02bd029378d28dd2bdfbe49e6d95a96803115e8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7e613d5a627d9d77/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: missingness_structure\n-- canonical_subitem_id: co_missingness_pattern_consistency\n-- intended_facet_id: missing_target_interaction\n-- variant_semantic_role: missing_target_interaction\n-- template_id: tpl_missing_target_interaction\n-- query_record_id: v2q_n8_7e613d5a627d9d77\n-- problem_id: v2p_n8_b6d4c74b5829bf34\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"feature_75\",\n COUNT(*) AS total_rows,\n SUM(CASE WHEN \"feature_244\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN \"feature_244\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"n8\"\nGROUP BY \"feature_75\"\nORDER BY missing_rate DESC, total_rows DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: co_missingness_pattern_consistency\\n-- intended_facet_id: missing_target_interaction\\n-- variant_semantic_role: missing_target_interaction\\n-- template_id: tpl_missing_target_interaction\\n-- query_record_id: v2q_n8_7e613d5a627d9d77\\n-- problem_id: v2p_n8_b6d4c74b5829bf34\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"feature_75\\\",\\n COUNT(*) AS total_rows,\\n SUM(CASE WHEN \\\"feature_244\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n AVG(CASE WHEN \\\"feature_244\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_75\\\"\\nORDER BY missing_rate DESC, total_rows DESC;\", \"columns\": [\"feature_75\", \"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"feature_75\": \"0\", \"total_rows\": 1560, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_75\": \"\", \"total_rows\": 6, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_75\": \"4.1955\", \"total_rows\": 1, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.87}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7e613d5a627d9d77/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7e613d5a627d9d77/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..56ae46fdc1c3160e89fed8cdfdf9a2ee80220155 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7e613d5a627d9d77/run_manifest.json @@ -0,0 +1,59 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.445753+00:00", + "ended_at": "2026-05-19T16:24:22.450470+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_7e613d5a627d9d77", + "problem_id": "v2p_n8_b6d4c74b5829bf34", + "dataset_id": "n8", + "template_id": "tpl_missing_target_interaction", + "template_name": "Missingness-Target Interaction", + "family_id": "missingness_structure", + "canonical_subitem_id": "co_missingness_pattern_consistency", + "intended_facet_id": "missing_target_interaction", + "variant_semantic_role": "missing_target_interaction", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": false, + "question": "Use template Missingness-Target Interaction to probe co_missingness_pattern_consistency with semantic role missing_target_interaction. Focus on target_col=feature_75, missing_col=feature_244.", + "bindings": { + "missing_col": "feature_244", + "target_col": "feature_75" + }, + "binding_roles": [ + "missing_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {target_col},\n COUNT(*) AS total_rows,\n SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table}\nGROUP BY {target_col}\nORDER BY missing_rate DESC, total_rows DESC;", + "notes": [ + "default_facets=missing_rate_by_subgroup,missing_target_interaction", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_7e613d5a627d9d77.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7e613d5a627d9d77/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7e613d5a627d9d77/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7e613d5a627d9d77/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fa42cd47cbd8fa0d179c5b6dc9ddd9ea2857670 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/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=feature_230, measure_col=feature_29. +Result preview: [{"feature_230": "0", "feature_31": "0.1937", "total_measure": 489.5555, "share_within_group": 0.4518134575547631}, {"feature_230": "0", "feature_31": "0.1786", "total_measure": 478.589, "share_within_group": 0.4416924145223095}, {"feature_230": "0", "feature_31": "0.1599", "total_measure": 427.1223, "share_within_group": 0.39419351465103086}, {"feature_230": "0", "feature_31": "0.1984", "total_measure": 412.5332, "share_within_group": 0.38072915419830966}, {"feature_230": "0", "feature_31": "0.1808", "total_measure": 357.6556, "share_within_group": 0.3300823159985401}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed5433d7989077cb8eb4053796c7debf08f5e841 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/generated_sql.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_7f45427013a5a543 +-- problem_id: v2p_n8_b33354cbae983c91 +-- realization_mode: agent +-- source_kind: agent +WITH "aggregated" AS ( + SELECT + "feature_230", + "feature_31", + SUM(CAST("feature_29" AS REAL)) AS "total_measure" + FROM "n8" + WHERE NULLIF("feature_230", '') IS NOT NULL + AND NULLIF("feature_31", '') IS NOT NULL + AND NULLIF("feature_29", '') IS NOT NULL + GROUP BY "feature_230", "feature_31" +) +SELECT + "feature_230", + "feature_31", + "total_measure", + "total_measure" * 100.0 / NULLIF(SUM("total_measure") OVER (PARTITION BY "feature_230"), 0) AS "share_within_group" +FROM "aggregated" +ORDER BY "share_within_group" DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a02d1ad6239b968b92fc733c99205bc36333799 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/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\nWITH \"aggregated\" AS (\n SELECT\n \"feature_230\",\n \"feature_31\",\n SUM(CAST(\"feature_29\" AS REAL)) AS \"total_measure\"\n FROM \"n8\"\n WHERE NULLIF(\"feature_230\", '') IS NOT NULL\n AND NULLIF(\"feature_31\", '') IS NOT NULL\n AND NULLIF(\"feature_29\", '') IS NOT NULL\n GROUP BY \"feature_230\", \"feature_31\"\n)\nSELECT\n \"feature_230\",\n \"feature_31\",\n \"total_measure\",\n \"total_measure\" * 100.0 / NULLIF(SUM(\"total_measure\") OVER (PARTITION BY \"feature_230\"), 0) AS \"share_within_group\"\nFROM \"aggregated\"\nORDER BY \"share_within_group\" DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"aggregated\\\" AS (\\n SELECT\\n \\\"feature_230\\\",\\n \\\"feature_31\\\",\\n SUM(CAST(\\\"feature_29\\\" AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"n8\\\"\\n WHERE NULLIF(\\\"feature_230\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_31\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_29\\\", '') IS NOT NULL\\n GROUP BY \\\"feature_230\\\", \\\"feature_31\\\"\\n)\\nSELECT\\n \\\"feature_230\\\",\\n \\\"feature_31\\\",\\n \\\"total_measure\\\",\\n \\\"total_measure\\\" * 100.0 / NULLIF(SUM(\\\"total_measure\\\") OVER (PARTITION BY \\\"feature_230\\\"), 0) AS \\\"share_within_group\\\"\\nFROM \\\"aggregated\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 12;\", \"columns\": [\"feature_230\", \"feature_31\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"feature_230\": \"0\", \"feature_31\": \"0.1937\", \"total_measure\": 489.5555, \"share_within_group\": 0.4518134575547631}, {\"feature_230\": \"0\", \"feature_31\": \"0.1786\", \"total_measure\": 478.589, \"share_within_group\": 0.4416924145223095}, {\"feature_230\": \"0\", \"feature_31\": \"0.1599\", \"total_measure\": 427.1223, \"share_within_group\": 0.39419351465103086}, {\"feature_230\": \"0\", \"feature_31\": \"0.1984\", \"total_measure\": 412.5332, \"share_within_group\": 0.38072915419830966}, {\"feature_230\": \"0\", \"feature_31\": \"0.1808\", \"total_measure\": 357.6556, \"share_within_group\": 0.3300823159985401}, {\"feature_230\": \"0\", \"feature_31\": \"0.1753\", \"total_measure\": 357.1333, \"share_within_group\": 0.32960028246223866}, {\"feature_230\": \"0\", \"feature_31\": \"0.1492\", \"total_measure\": 354.5112, \"share_within_group\": 0.32718033198255986}, {\"feature_230\": \"0\", \"feature_31\": \"0.1672\", \"total_measure\": 354.2111, \"share_within_group\": 0.3269033680456576}, {\"feature_230\": \"0\", \"feature_31\": \"0.1919\", \"total_measure\": 353.5221, \"share_within_group\": 0.3262674861645323}, {\"feature_230\": \"0\", \"feature_31\": \"0.1911\", \"total_measure\": 350.25559999999996, \"share_within_group\": 0.3232528153884862}, {\"feature_230\": \"0\", \"feature_31\": \"0.2068\", \"total_measure\": 347.0666, \"share_within_group\": 0.3203096697877481}, {\"feature_230\": \"0\", \"feature_31\": \"0.2013\", \"total_measure\": 345.3889, \"share_within_group\": 0.3187613112507904}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.63}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..92c08387c9ccf1a2ec568ac882bbb49c06248245 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:54:39.050034+00:00", + "ended_at": "2026-05-19T15:55:16.796367+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_7f45427013a5a543", + "problem_id": "v2p_n8_b33354cbae983c91", + "dataset_id": "n8", + "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=feature_230, measure_col=feature_29.", + "bindings": { + "group_col": "feature_230", + "measure_col": "feature_29", + "item_col": "feature_31", + "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": 72.3444, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_7f45427013a5a543.sql", + "usage_summary": { + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_7f45427013a5a543", + "api_calls": 0, + "input_tokens": 88871, + "cached_input_tokens": 12032, + "output_tokens": 2349, + "total_tokens": 91220, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37677.01, + "sql_execution_elapsed_ms_total": 7.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..756e80af4a5aea4a1862477130312fe454d87500 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:55:16.784971+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": 37677.01, "started_at": "2026-05-19T15:54:39.106092+00:00", "ended_at": "2026-05-19T15:55:16.783139+00:00", "prompt_metrics": {"chars": 254998, "bytes_utf8": 254998, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 948, "bytes_utf8": 948, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 88871, "cached_input_tokens": 12032, "output_tokens": 2349, "reasoning_output_tokens": 2070}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"aggregated\\\" AS (\\n SELECT\\n \\\"feature_230\\\",\\n \\\"feature_31\\\",\\n SUM(CAST(\\\"feature_29\\\" AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"n8\\\"\\n WHERE NULLIF(\\\"feature_230\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_31\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_29\\\", '') IS NOT NULL\\n GROUP BY \\\"feature_230\\\", \\\"feature_31\\\"\\n)\\nSELECT\\n \\\"feature_230\\\",\\n \\\"feature_31\\\",\\n \\\"total_measure\\\",\\n \\\"total_measure\\\" * 100.0 / NULLIF(SUM(\\\"total_measure\\\") OVER (PARTITION BY \\\"feature_230\\\"), 0) AS \\\"share_within_group\\\"\\nFROM \\\"aggregated\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 12;\",\"notes\":\"Uses the planned within-group-share template with group_col=\\\"feature_230\\\", item_col=\\\"feature_31\\\", and measure_col=\\\"feature_29\\\". Empty text values are excluded before casting \\\"feature_29\\\" to REAL, and the result is limited to the top 12 rows by within-group share.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..62522c3a5bce4f33586d9240a2d81cbc5a823562 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_7f45427013a5a543", + "api_calls": 0, + "input_tokens": 88871, + "cached_input_tokens": 12032, + "output_tokens": 2349, + "total_tokens": 91220, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37677.01, + "sql_execution_elapsed_ms_total": 7.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_7f45427013a5a543/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_832b0f976eae4a31/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_832b0f976eae4a31/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d9781710a53099ae215bb37fe7eb2810cfaa2359 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_832b0f976eae4a31/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:18:19.020869+00:00", + "ended_at": "2026-05-19T16:18:29.198719+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_832b0f976eae4a31", + "problem_id": "v2p_n8_d8439dcd89c08fe4", + "dataset_id": "n8", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_122.", + "bindings": { + "measure_col": "feature_122", + "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": 15.94, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=116" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_832b0f976eae4a31/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_832b0f976eae4a31/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73b33299fe3a945e6ccc75f6e6039dce230111bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_832b0f976eae4a31/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:23.406802+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4356.59, "started_at": "2026-05-19T16:18:19.048249+00:00", "ended_at": "2026-05-19T16:18:23.404867+00:00", "prompt_metrics": {"chars": 254522, "bytes_utf8": 254522, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-ee4b-7520-bbfd-856034acc73d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:29.198625+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4785.23, "started_at": "2026-05-19T16:18:24.411923+00:00", "ended_at": "2026-05-19T16:18:29.197190+00:00", "prompt_metrics": {"chars": 254522, "bytes_utf8": 254522, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-031d-7273-bef5-bfc9044d5497\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1707c8aa89ced792c126ebf5382598f378edec0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/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=feature_96, measure_col=feature_9. +Result preview: [{"feature_96": "0", "total_measure": 985.2297}, {"feature_96": "0.0001", "total_measure": 753.8709}, {"feature_96": "0.0002", "total_measure": 322.8381}, {"feature_96": "-0.0001", "total_measure": 139.319}, {"feature_96": "0.0003", "total_measure": 41.2194}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b45e20c52aeeaa2c975c2e9fefcbc13a91c61bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_847a9b44908dedb6 +-- problem_id: v2p_n8_ee63a22578e1f68c +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_96", SUM(CAST(NULLIF("feature_9", '') AS REAL)) AS total_measure +FROM "n8" +WHERE NULLIF("feature_96", '') IS NOT NULL + AND NULLIF("feature_9", '') IS NOT NULL +GROUP BY "feature_96" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9442163a0e7339f766c4871eea141d5c93b7055f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/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 \"feature_96\", SUM(CAST(NULLIF(\"feature_9\", '') AS REAL)) AS total_measure\nFROM \"n8\"\nWHERE NULLIF(\"feature_96\", '') IS NOT NULL\n AND NULLIF(\"feature_9\", '') IS NOT NULL\nGROUP BY \"feature_96\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"feature_96\\\", SUM(CAST(NULLIF(\\\"feature_9\\\", '') AS REAL)) AS total_measure\\nFROM \\\"n8\\\"\\nWHERE NULLIF(\\\"feature_96\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_9\\\", '') IS NOT NULL\\nGROUP BY \\\"feature_96\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"feature_96\", \"total_measure\"], \"rows\": [{\"feature_96\": \"0\", \"total_measure\": 985.2297}, {\"feature_96\": \"0.0001\", \"total_measure\": 753.8709}, {\"feature_96\": \"0.0002\", \"total_measure\": 322.8381}, {\"feature_96\": \"-0.0001\", \"total_measure\": 139.319}, {\"feature_96\": \"0.0003\", \"total_measure\": 41.2194}, {\"feature_96\": \"-0.0002\", \"total_measure\": 11.8405}, {\"feature_96\": \"0.0004\", \"total_measure\": 7.5078}, {\"feature_96\": \"-0.0004\", \"total_measure\": 5.8577}, {\"feature_96\": \"-0.0003\", \"total_measure\": 4.3215}, {\"feature_96\": \"0.0007\", \"total_measure\": 2.8373}, {\"feature_96\": \"0.0006\", \"total_measure\": 1.584}, {\"feature_96\": \"0.0009\", \"total_measure\": 1.559}, {\"feature_96\": \"-0.0009\", \"total_measure\": 1.4319}, {\"feature_96\": \"-0.0005\", \"total_measure\": 1.3824}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.44}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c8be362d0f42259953adb8b80fb052f335761228 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:49:56.091225+00:00", + "ended_at": "2026-05-19T15:50:13.004178+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_847a9b44908dedb6", + "problem_id": "v2p_n8_ee63a22578e1f68c", + "dataset_id": "n8", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_96, measure_col=feature_9.", + "bindings": { + "group_col": "feature_96", + "measure_col": "feature_9", + "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": 1.457932, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=8" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_847a9b44908dedb6.sql", + "usage_summary": { + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_847a9b44908dedb6", + "api_calls": 0, + "input_tokens": 88752, + "cached_input_tokens": 12032, + "output_tokens": 469, + "total_tokens": 89221, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16870.42, + "sql_execution_elapsed_ms_total": 7.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5498c3ac8cc9df0a71816180d8acac1dba407ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:50:12.994051+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": 16870.42, "started_at": "2026-05-19T15:49:56.121079+00:00", "ended_at": "2026-05-19T15:50:12.991527+00:00", "prompt_metrics": {"chars": 254589, "bytes_utf8": 254589, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 523, "bytes_utf8": 523, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 88752, "cached_input_tokens": 12032, "output_tokens": 469, "reasoning_output_tokens": 325}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"feature_96\\\", SUM(CAST(NULLIF(\\\"feature_9\\\", '') AS REAL)) AS total_measure\\nFROM \\\"n8\\\"\\nWHERE NULLIF(\\\"feature_96\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_9\\\", '') IS NOT NULL\\nGROUP BY \\\"feature_96\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Uses the planned grouped-sum template with group_col=\\\"feature_96\\\" and measure_col=\\\"feature_9\\\". Because both columns are stored as TEXT in SQLite, blank strings are excluded and the measure is cast to REAL before summing.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a520da54431e3bec0036b723d42eb3cb10efffcd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_847a9b44908dedb6", + "api_calls": 0, + "input_tokens": 88752, + "cached_input_tokens": 12032, + "output_tokens": 469, + "total_tokens": 89221, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16870.42, + "sql_execution_elapsed_ms_total": 7.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_847a9b44908dedb6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8c46c19ae8b4e7f2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8c46c19ae8b4e7f2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..96c8ee7dab09d6f0134b336bcf3d6250dd3daa1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8c46c19ae8b4e7f2/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 1558, "support_share": 0.994256541161455, "support_rank": 1}, {"value_label": "", "support": 9, "support_share": 0.00574345883854499, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8c46c19ae8b4e7f2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8c46c19ae8b4e7f2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e8e9fcea18b59acb5ae8e2fb2f88f13ab4bb09a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8c46c19ae8b4e7f2/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_8c46c19ae8b4e7f2 +-- problem_id: v2p_n8_eda020d978080d8f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_402" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_402" +) +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_a/n8/artifacts/v2q_n8_8c46c19ae8b4e7f2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8c46c19ae8b4e7f2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1c43d72c756bab9d743c5d1a238a2ea95a3e6e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8c46c19ae8b4e7f2/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n8_8c46c19ae8b4e7f2\n-- problem_id: v2p_n8_eda020d978080d8f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"feature_402\" AS value_label, COUNT(*) AS support\n FROM \"n8\"\n GROUP BY \"feature_402\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n8_8c46c19ae8b4e7f2\\n-- problem_id: v2p_n8_eda020d978080d8f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"feature_402\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n8\\\"\\n GROUP BY \\\"feature_402\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0\", \"support\": 1558, \"support_share\": 0.994256541161455, \"support_rank\": 1}, {\"value_label\": \"\", \"support\": 9, \"support_share\": 0.00574345883854499, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.38}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8c46c19ae8b4e7f2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8c46c19ae8b4e7f2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e14a6373f7e0a80c8006353fae02eb8701800a97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8c46c19ae8b4e7f2/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.597111+00:00", + "ended_at": "2026-05-19T16:24:22.602368+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_8c46c19ae8b4e7f2", + "problem_id": "v2p_n8_eda020d978080d8f", + "dataset_id": "n8", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=feature_402.", + "bindings": { + "group_col": "feature_402" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8c46c19ae8b4e7f2.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8c46c19ae8b4e7f2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8c46c19ae8b4e7f2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8c46c19ae8b4e7f2/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dd596b6b7c7599e3697a65c53fb01f6f8fbb42e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/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 within_group_proportion. Focus on group_col=feature_233, measure_col=feature_32. +Result preview: [{"feature_233": "0", "feature_34": "8.7932", "total_measure": 47.1886, "share_within_group": 0.8244458036333019}, {"feature_233": "0", "feature_34": "8.3006", "total_measure": 40.9495, "share_within_group": 0.7154406665144102}, {"feature_233": "0", "feature_34": "8.5788", "total_measure": 40.1495, "share_within_group": 0.7014636330167723}, {"feature_233": "0", "feature_34": "8.5615", "total_measure": 38.8462, "share_within_group": 0.6786932983199327}, {"feature_233": "0", "feature_34": "8.659", "total_measure": 34.6074, "share_within_group": 0.6046359863326976}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c8c13bcda557f46cfab697fddc0ab2fb1c46a8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_8d2415dd13ccea4c +-- problem_id: v2p_n8_857bf1ca30177057 +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_233", + "feature_34", + SUM(CAST(NULLIF("feature_32", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("feature_32", '') AS REAL)) * 100.0 + / SUM(SUM(CAST(NULLIF("feature_32", '') AS REAL))) OVER (PARTITION BY "feature_233") AS share_within_group +FROM "n8" +WHERE NULLIF("feature_233", '') IS NOT NULL + AND NULLIF("feature_34", '') IS NOT NULL + AND NULLIF("feature_32", '') IS NOT NULL +GROUP BY "feature_233", "feature_34" +ORDER BY share_within_group DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02183d51dd14764cc75dc2f859ee0da5d793b8d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/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_tpcds_within_group_share.\nSELECT\n \"feature_233\",\n \"feature_34\",\n SUM(CAST(NULLIF(\"feature_32\", '') AS REAL)) AS total_measure,\n SUM(CAST(NULLIF(\"feature_32\", '') AS REAL)) * 100.0\n / SUM(SUM(CAST(NULLIF(\"feature_32\", '') AS REAL))) OVER (PARTITION BY \"feature_233\") AS share_within_group\nFROM \"n8\"\nWHERE NULLIF(\"feature_233\", '') IS NOT NULL\n AND NULLIF(\"feature_34\", '') IS NOT NULL\n AND NULLIF(\"feature_32\", '') IS NOT NULL\nGROUP BY \"feature_233\", \"feature_34\"\nORDER BY share_within_group DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n \\\"feature_233\\\",\\n \\\"feature_34\\\",\\n SUM(CAST(NULLIF(\\\"feature_32\\\", '') AS REAL)) AS total_measure,\\n SUM(CAST(NULLIF(\\\"feature_32\\\", '') AS REAL)) * 100.0\\n / SUM(SUM(CAST(NULLIF(\\\"feature_32\\\", '') AS REAL))) OVER (PARTITION BY \\\"feature_233\\\") AS share_within_group\\nFROM \\\"n8\\\"\\nWHERE NULLIF(\\\"feature_233\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_34\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_32\\\", '') IS NOT NULL\\nGROUP BY \\\"feature_233\\\", \\\"feature_34\\\"\\nORDER BY share_within_group DESC\\nLIMIT 10;\", \"columns\": [\"feature_233\", \"feature_34\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"feature_233\": \"0\", \"feature_34\": \"8.7932\", \"total_measure\": 47.1886, \"share_within_group\": 0.8244458036333019}, {\"feature_233\": \"0\", \"feature_34\": \"8.3006\", \"total_measure\": 40.9495, \"share_within_group\": 0.7154406665144102}, {\"feature_233\": \"0\", \"feature_34\": \"8.5788\", \"total_measure\": 40.1495, \"share_within_group\": 0.7014636330167723}, {\"feature_233\": \"0\", \"feature_34\": \"8.5615\", \"total_measure\": 38.8462, \"share_within_group\": 0.6786932983199327}, {\"feature_233\": \"0\", \"feature_34\": \"8.659\", \"total_measure\": 34.6074, \"share_within_group\": 0.6046359863326976}, {\"feature_233\": \"0\", \"feature_34\": \"8.6384\", \"total_measure\": 32.9674, \"share_within_group\": 0.5759830676625396}, {\"feature_233\": \"0\", \"feature_34\": \"8.1605\", \"total_measure\": 32.9625, \"share_within_group\": 0.5758974583323666}, {\"feature_233\": \"0\", \"feature_34\": \"8.6667\", \"total_measure\": 32.7421, \"share_within_group\": 0.5720467856037673}, {\"feature_233\": \"0\", \"feature_34\": \"8.7696\", \"total_measure\": 32.7141, \"share_within_group\": 0.57155758943135}, {\"feature_233\": \"0\", \"feature_34\": \"8.8505\", \"total_measure\": 32.6077, \"share_within_group\": 0.5696986439761642}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.46}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd0d611c68f55fe03debf866d8e347c7daa0c11b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:57:12.220783+00:00", + "ended_at": "2026-05-19T15:57:38.572501+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_8d2415dd13ccea4c", + "problem_id": "v2p_n8_857bf1ca30177057", + "dataset_id": "n8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_233, measure_col=feature_32.", + "bindings": { + "group_col": "feature_233", + "measure_col": "feature_32", + "item_col": "feature_34", + "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": 4.6173, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8d2415dd13ccea4c.sql", + "usage_summary": { + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_8d2415dd13ccea4c", + "api_calls": 0, + "input_tokens": 88872, + "cached_input_tokens": 0, + "output_tokens": 752, + "total_tokens": 89624, + "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": 25287.26, + "sql_execution_elapsed_ms_total": 13.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9acf7b67850517005fa7fd32eab4aea9859e47f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:57:15.669198+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3408.75, "started_at": "2026-05-19T15:57:12.259219+00:00", "ended_at": "2026-05-19T15:57:15.668026+00:00", "prompt_metrics": {"chars": 255002, "bytes_utf8": 255002, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f4-99c3-75b2-91dd-9fe128103b3f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:57:38.555349+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": 21878.51, "started_at": "2026-05-19T15:57:16.674054+00:00", "ended_at": "2026-05-19T15:57:38.552599+00:00", "prompt_metrics": {"chars": 255002, "bytes_utf8": 255002, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 812, "bytes_utf8": 812, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 88872, "cached_input_tokens": 0, "output_tokens": 752, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n \\\"feature_233\\\",\\n \\\"feature_34\\\",\\n SUM(CAST(NULLIF(\\\"feature_32\\\", '') AS REAL)) AS total_measure,\\n SUM(CAST(NULLIF(\\\"feature_32\\\", '') AS REAL)) * 100.0\\n / SUM(SUM(CAST(NULLIF(\\\"feature_32\\\", '') AS REAL))) OVER (PARTITION BY \\\"feature_233\\\") AS share_within_group\\nFROM \\\"n8\\\"\\nWHERE NULLIF(\\\"feature_233\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_34\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_32\\\", '') IS NOT NULL\\nGROUP BY \\\"feature_233\\\", \\\"feature_34\\\"\\nORDER BY share_within_group DESC\\nLIMIT 10;\",\"notes\":\"Uses the requested template with group_col=\\\"feature_233\\\", item_col=\\\"feature_34\\\", and measure_col=\\\"feature_32\\\". TEXT-backed numeric measure values are cast to REAL, and blank strings are excluded before aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..045e0fa7233950298dfa64cb12ad0ac11a0bc1a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_8d2415dd13ccea4c", + "api_calls": 0, + "input_tokens": 88872, + "cached_input_tokens": 0, + "output_tokens": 752, + "total_tokens": 89624, + "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": 25287.26, + "sql_execution_elapsed_ms_total": 13.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8d2415dd13ccea4c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8ee2ca9d08c85cb5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8ee2ca9d08c85cb5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5995b8539334afb5f47acba3c335257f1492cbcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8ee2ca9d08c85cb5/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"total_rows": 1567, "missing_rows": 0, "missing_rate": 0.0}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8ee2ca9d08c85cb5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8ee2ca9d08c85cb5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..38884f71f075b8385eee9e54b4cc38c8e2d3e92a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8ee2ca9d08c85cb5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_8ee2ca9d08c85cb5 +-- problem_id: v2p_n8_f98666c110f07ab2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_490" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_490" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8ee2ca9d08c85cb5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8ee2ca9d08c85cb5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..525ba82f251c1c26d68fee2ae39cee7984b4b1c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8ee2ca9d08c85cb5/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: missingness_structure\n-- canonical_subitem_id: marginal_missing_rate_consistency\n-- intended_facet_id: missing_indicator_distribution\n-- variant_semantic_role: missing_indicator_view\n-- template_id: tpl_missing_marginal_rate_profile\n-- query_record_id: v2q_n8_8ee2ca9d08c85cb5\n-- problem_id: v2p_n8_f98666c110f07ab2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n COUNT(*) AS total_rows,\n SUM(CASE WHEN \"feature_490\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN \"feature_490\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"n8\";", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: marginal_missing_rate_consistency\\n-- intended_facet_id: missing_indicator_distribution\\n-- variant_semantic_role: missing_indicator_view\\n-- template_id: tpl_missing_marginal_rate_profile\\n-- query_record_id: v2q_n8_8ee2ca9d08c85cb5\\n-- problem_id: v2p_n8_f98666c110f07ab2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n COUNT(*) AS total_rows,\\n SUM(CASE WHEN \\\"feature_490\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n AVG(CASE WHEN \\\"feature_490\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"n8\\\";\", \"columns\": [\"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"total_rows\": 1567, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.27}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8ee2ca9d08c85cb5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8ee2ca9d08c85cb5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9154fb9595a588dea4590783f590a51598dac6d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8ee2ca9d08c85cb5/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.339822+00:00", + "ended_at": "2026-05-19T16:24:22.345148+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_8ee2ca9d08c85cb5", + "problem_id": "v2p_n8_f98666c110f07ab2", + "dataset_id": "n8", + "template_id": "tpl_missing_marginal_rate_profile", + "template_name": "Marginal Missing Rate Profile", + "family_id": "missingness_structure", + "canonical_subitem_id": "marginal_missing_rate_consistency", + "intended_facet_id": "missing_indicator_distribution", + "variant_semantic_role": "missing_indicator_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": false, + "question": "Use template Marginal Missing Rate Profile to probe marginal_missing_rate_consistency with semantic role missing_indicator_view. Focus on missing_col=feature_490.", + "bindings": { + "missing_col": "feature_490" + }, + "binding_roles": [ + "missing_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n COUNT(*) AS total_rows,\n SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table};", + "notes": [ + "default_facets=missing_indicator_distribution", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8ee2ca9d08c85cb5.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8ee2ca9d08c85cb5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8ee2ca9d08c85cb5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_8ee2ca9d08c85cb5/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9078db80f19b038c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9078db80f19b038c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a84467143b11efd78d263ea3eeb08c7a7508a5c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9078db80f19b038c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:13.318602+00:00", + "ended_at": "2026-05-19T16:24:22.280801+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_9078db80f19b038c", + "problem_id": "v2p_n8_ba10b7bc3532d36f", + "dataset_id": "n8", + "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=feature_50, measure_col=feature_147.", + "bindings": { + "group_col": "feature_50", + "measure_col": "feature_147", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.079128, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=140" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9078db80f19b038c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9078db80f19b038c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b1e7f7bf7ac3f177f122a0041cc412c9629830b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9078db80f19b038c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:17.202236+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3849.6, "started_at": "2026-05-19T16:24:13.350925+00:00", "ended_at": "2026-05-19T16:24:17.200567+00:00", "prompt_metrics": {"chars": 254677, "bytes_utf8": 254677, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-56b8-7d03-a6fc-e9e1e939fe12\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:24:22.280660+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4070.29, "started_at": "2026-05-19T16:24:18.208165+00:00", "ended_at": "2026-05-19T16:24:22.278511+00:00", "prompt_metrics": {"chars": 254677, "bytes_utf8": 254677, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-6987-7183-9699-44b1fc95ceb8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e191b338eda149987979fbd363bb11ffdfeb4e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_73. +Result preview: [{"feature_73": 175.4132}, {"feature_73": 175.3178}, {"feature_73": 174.6316}, {"feature_73": 173.99}, {"feature_73": 173.7522}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f6ae21497bd66283c8244502f6e0907a2819e27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_908feefa58b01a5e +-- problem_id: v2p_n8_9c7cef6977e3fdc9 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST(NULLIF("feature_73", '') AS REAL) AS "feature_73", + NTILE(10) OVER (ORDER BY CAST(NULLIF("feature_73", '') AS REAL) DESC) AS "tail_bucket" + FROM "n8" + WHERE NULLIF("feature_73", '') IS NOT NULL +) +SELECT "feature_73" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "feature_73" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f00863bd478a4b030adc9d4e7f2511516edffaee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/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_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n CAST(NULLIF(\"feature_73\", '') AS REAL) AS \"feature_73\",\n NTILE(10) OVER (ORDER BY CAST(NULLIF(\"feature_73\", '') AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n8\"\n WHERE NULLIF(\"feature_73\", '') IS NOT NULL\n)\nSELECT \"feature_73\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"feature_73\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(NULLIF(\\\"feature_73\\\", '') AS REAL) AS \\\"feature_73\\\",\\n NTILE(10) OVER (ORDER BY CAST(NULLIF(\\\"feature_73\\\", '') AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n8\\\"\\n WHERE NULLIF(\\\"feature_73\\\", '') IS NOT NULL\\n)\\nSELECT \\\"feature_73\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"feature_73\\\" DESC;\", \"columns\": [\"feature_73\"], \"rows\": [{\"feature_73\": 175.4132}, {\"feature_73\": 175.3178}, {\"feature_73\": 174.6316}, {\"feature_73\": 173.99}, {\"feature_73\": 173.7522}, {\"feature_73\": 173.3258}, {\"feature_73\": 173.0571}, {\"feature_73\": 172.6195}, {\"feature_73\": 172.3077}, {\"feature_73\": 172.1431}, {\"feature_73\": 171.9557}, {\"feature_73\": 171.8154}, {\"feature_73\": 171.5764}, {\"feature_73\": 171.1667}, {\"feature_73\": 170.5815}, {\"feature_73\": 170.53}, {\"feature_73\": 170.4848}, {\"feature_73\": 169.7726}, {\"feature_73\": 169.5949}, {\"feature_73\": 169.527}, {\"feature_73\": 169.2684}, {\"feature_73\": 169.1827}, {\"feature_73\": 169.1714}, {\"feature_73\": 168.887}, {\"feature_73\": 168.8704}, {\"feature_73\": 168.6107}, {\"feature_73\": 168.5024}, {\"feature_73\": 168.2776}, {\"feature_73\": 168.2664}, {\"feature_73\": 167.9803}, {\"feature_73\": 167.9665}, {\"feature_73\": 167.8308}, {\"feature_73\": 167.7945}, {\"feature_73\": 167.6675}, {\"feature_73\": 167.6077}, {\"feature_73\": 167.5995}, {\"feature_73\": 167.4805}, {\"feature_73\": 167.402}, {\"feature_73\": 167.3485}, {\"feature_73\": 167.2731}, {\"feature_73\": 167.2278}, {\"feature_73\": 167.2265}, {\"feature_73\": 167.1781}, {\"feature_73\": 166.9711}, {\"feature_73\": 166.8977}, {\"feature_73\": 166.7124}, {\"feature_73\": 166.6571}, {\"feature_73\": 166.6559}, {\"feature_73\": 166.5316}, {\"feature_73\": 166.2615}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.43}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..14a5cf1e4f0a4a1b9d72a18d79c975e22cbb4b26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:08:19.766399+00:00", + "ended_at": "2026-05-19T16:08:34.906199+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_908feefa58b01a5e", + "problem_id": "v2p_n8_9c7cef6977e3fdc9", + "dataset_id": "n8", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_73.", + "bindings": { + "measure_col": "feature_73", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 152.9322, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=68" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_908feefa58b01a5e.sql", + "usage_summary": { + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_908feefa58b01a5e", + "api_calls": 0, + "input_tokens": 88803, + "cached_input_tokens": 0, + "output_tokens": 531, + "total_tokens": 89334, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15093.76, + "sql_execution_elapsed_ms_total": 10.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d389628091110a2b663167e1c7fcb08699586d89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:08:34.892292+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": 15093.76, "started_at": "2026-05-19T16:08:19.795699+00:00", "ended_at": "2026-05-19T16:08:34.889512+00:00", "prompt_metrics": {"chars": 254757, "bytes_utf8": 254757, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 604, "bytes_utf8": 604, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 88803, "cached_input_tokens": 0, "output_tokens": 531, "reasoning_output_tokens": 355}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(NULLIF(\\\"feature_73\\\", '') AS REAL) AS \\\"feature_73\\\",\\n NTILE(10) OVER (ORDER BY CAST(NULLIF(\\\"feature_73\\\", '') AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n8\\\"\\n WHERE NULLIF(\\\"feature_73\\\", '') IS NOT NULL\\n)\\nSELECT \\\"feature_73\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"feature_73\\\" DESC;\",\"notes\":\"Applies the planned Quantile Tail Slice template to \\\"feature_73\\\", casting the TEXT field to REAL and excluding empty strings so the top decile reflects numeric extreme values only.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5c6c3e72c36a0f7e4200bafed07438be7e98ab9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_908feefa58b01a5e", + "api_calls": 0, + "input_tokens": 88803, + "cached_input_tokens": 0, + "output_tokens": 531, + "total_tokens": 89334, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15093.76, + "sql_execution_elapsed_ms_total": 10.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_908feefa58b01a5e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_91343316c788108e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_91343316c788108e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dda6c438a167124bae2d05b5629dd39bf45897c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_91343316c788108e/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:00:51.113803+00:00", + "ended_at": "2026-05-19T16:00:59.894584+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_91343316c788108e", + "problem_id": "v2p_n8_0ec5041e598607d3", + "dataset_id": "n8", + "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=feature_235, measure_col=feature_34.", + "bindings": { + "group_col": "feature_235", + "measure_col": "feature_34", + "item_col": "feature_36", + "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": 8.767192, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_91343316c788108e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_91343316c788108e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec5c6db07c2bbae8c460362d03f1dd9010b81682 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_91343316c788108e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:00:55.029778+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3868.38, "started_at": "2026-05-19T16:00:51.160124+00:00", "ended_at": "2026-05-19T16:00:55.028533+00:00", "prompt_metrics": {"chars": 255001, "bytes_utf8": 255001, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f7-f0cd-7b30-9ddb-39152ca5f6bc\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:00:59.894474+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3852.35, "started_at": "2026-05-19T16:00:56.040654+00:00", "ended_at": "2026-05-19T16:00:59.893048+00:00", "prompt_metrics": {"chars": 255001, "bytes_utf8": 255001, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-03d9-7fe2-a9e0-dc45d1af5faf\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fb9f6cc15d39461e92b57a79edc87dfefba63b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_142. +Result preview: [{"feature_142": "0", "row_count": 1553}, {"feature_142": "", "row_count": 14}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3abc023640f5a0d87683d3d42abcbdd16d807ad7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_938c6d97e7a6c36a +-- problem_id: v2p_n8_827fedb6c4e58ed0 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_142", COUNT(*) AS row_count +FROM "n8" +GROUP BY "feature_142" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc758c1af27690be99fb1c146aff5ca7d584f08f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"feature_142\", COUNT(*) AS row_count\nFROM \"n8\"\nGROUP BY \"feature_142\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"feature_142\\\", COUNT(*) AS row_count\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_142\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"feature_142\", \"row_count\"], \"rows\": [{\"feature_142\": \"0\", \"row_count\": 1553}, {\"feature_142\": \"\", \"row_count\": 14}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.58}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fea572520e4da8157f8855f48b4222c468c89325 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:50:13.005082+00:00", + "ended_at": "2026-05-19T15:50:45.153441+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_938c6d97e7a6c36a", + "problem_id": "v2p_n8_827fedb6c4e58ed0", + "dataset_id": "n8", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_142.", + "bindings": { + "group_col": "feature_142", + "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": 202.6138, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=12" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_938c6d97e7a6c36a.sql", + "usage_summary": { + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_938c6d97e7a6c36a", + "api_calls": 0, + "input_tokens": 88723, + "cached_input_tokens": 0, + "output_tokens": 253, + "total_tokens": 88976, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32108.22, + "sql_execution_elapsed_ms_total": 4.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1f5b8e008acbc82c2877a94c5dfe254c94cffb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:50:45.147192+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": 32108.22, "started_at": "2026-05-19T15:50:13.037425+00:00", "ended_at": "2026-05-19T15:50:45.145674+00:00", "prompt_metrics": {"chars": 254498, "bytes_utf8": 254498, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 307, "bytes_utf8": 307, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 88723, "cached_input_tokens": 0, "output_tokens": 253, "reasoning_output_tokens": 173}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"feature_142\\\", COUNT(*) AS row_count\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_142\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col bound to \\\"feature_142\\\" to inspect subgroup count distribution.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2395ddf8bcab6fbe21333e81d5aac2a906edda19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_938c6d97e7a6c36a", + "api_calls": 0, + "input_tokens": 88723, + "cached_input_tokens": 0, + "output_tokens": 253, + "total_tokens": 88976, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32108.22, + "sql_execution_elapsed_ms_total": 4.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_938c6d97e7a6c36a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_98c63080a74a6419/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_98c63080a74a6419/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..378ba23816ca075af112d743e7fcc37d9e9c5efd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_98c63080a74a6419/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"label_2": "\"02/09/2008", "total_rows": 62, "missing_rows": 0, "missing_rate": 0.0}, {"label_2": "\"29/08/2008", "total_rows": 50, "missing_rows": 0, "missing_rate": 0.0}, {"label_2": "\"30/08/2008", "total_rows": 49, "missing_rows": 0, "missing_rate": 0.0}, {"label_2": "\"06/10/2008", "total_rows": 48, "missing_rows": 0, "missing_rate": 0.0}, {"label_2": "\"21/08/2008", "total_rows": 44, "missing_rows": 0, "missing_rate": 0.0}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_98c63080a74a6419/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_98c63080a74a6419/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0856eff8688df52988db72070b700db70304e73a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_98c63080a74a6419/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_98c63080a74a6419 +-- problem_id: v2p_n8_5321a6dd69551b1e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "label_2", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_293" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_293" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "label_2" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_98c63080a74a6419/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_98c63080a74a6419/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb8f1288bd9a4f1bd8bdcb7036d8f0b010c0306e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_98c63080a74a6419/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: missingness_structure\n-- canonical_subitem_id: co_missingness_pattern_consistency\n-- intended_facet_id: missing_target_interaction\n-- variant_semantic_role: missing_target_interaction\n-- template_id: tpl_missing_target_interaction\n-- query_record_id: v2q_n8_98c63080a74a6419\n-- problem_id: v2p_n8_5321a6dd69551b1e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"label_2\",\n COUNT(*) AS total_rows,\n SUM(CASE WHEN \"feature_293\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN \"feature_293\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"n8\"\nGROUP BY \"label_2\"\nORDER BY missing_rate DESC, total_rows DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: co_missingness_pattern_consistency\\n-- intended_facet_id: missing_target_interaction\\n-- variant_semantic_role: missing_target_interaction\\n-- template_id: tpl_missing_target_interaction\\n-- query_record_id: v2q_n8_98c63080a74a6419\\n-- problem_id: v2p_n8_5321a6dd69551b1e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"label_2\\\",\\n COUNT(*) AS total_rows,\\n SUM(CASE WHEN \\\"feature_293\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n AVG(CASE WHEN \\\"feature_293\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"n8\\\"\\nGROUP BY \\\"label_2\\\"\\nORDER BY missing_rate DESC, total_rows DESC;\", \"columns\": [\"label_2\", \"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"label_2\": \"\\\"02/09/2008\", \"total_rows\": 62, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"29/08/2008\", \"total_rows\": 50, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"30/08/2008\", \"total_rows\": 49, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"06/10/2008\", \"total_rows\": 48, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"21/08/2008\", \"total_rows\": 44, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"28/08/2008\", \"total_rows\": 43, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"18/08/2008\", \"total_rows\": 40, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"22/08/2008\", \"total_rows\": 40, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"19/09/2008\", \"total_rows\": 38, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"20/09/2008\", \"total_rows\": 37, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"19/08/2008\", \"total_rows\": 36, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"02/10/2008\", \"total_rows\": 35, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"15/10/2008\", \"total_rows\": 34, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"05/10/2008\", \"total_rows\": 32, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"21/09/2008\", \"total_rows\": 31, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"05/08/2008\", \"total_rows\": 28, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"07/10/2008\", \"total_rows\": 28, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"20/08/2008\", \"total_rows\": 28, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"01/09/2008\", \"total_rows\": 26, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"08/10/2008\", \"total_rows\": 26, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"03/10/2008\", \"total_rows\": 25, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"27/09/2008\", \"total_rows\": 25, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"28/09/2008\", \"total_rows\": 25, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"23/09/2008\", \"total_rows\": 24, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"25/09/2008\", \"total_rows\": 24, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"24/09/2008\", \"total_rows\": 23, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"26/09/2008\", \"total_rows\": 23, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"12/09/2008\", \"total_rows\": 22, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"13/10/2008\", \"total_rows\": 22, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"22/09/2008\", \"total_rows\": 22, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"29/09/2008\", \"total_rows\": 21, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"30/09/2008\", \"total_rows\": 21, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"06/08/2008\", \"total_rows\": 19, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"11/09/2008\", \"total_rows\": 19, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"16/10/2008\", \"total_rows\": 19, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"18/09/2008\", \"total_rows\": 19, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"04/08/2008\", \"total_rows\": 18, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"04/10/2008\", \"total_rows\": 18, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"08/09/2008\", \"total_rows\": 18, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"31/08/2008\", \"total_rows\": 18, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"01/10/2008\", \"total_rows\": 17, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"17/08/2008\", \"total_rows\": 17, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"14/10/2008\", \"total_rows\": 16, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"03/09/2008\", \"total_rows\": 15, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"07/09/2008\", \"total_rows\": 15, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"09/08/2008\", \"total_rows\": 14, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"14/09/2008\", \"total_rows\": 14, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"04/09/2008\", \"total_rows\": 13, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"23/08/2008\", \"total_rows\": 13, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"label_2\": \"\\\"10/08/2008\", \"total_rows\": 12, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.91}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_98c63080a74a6419/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_98c63080a74a6419/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..60da704f7f6121baeecdc41606319cceda2f67b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_98c63080a74a6419/run_manifest.json @@ -0,0 +1,59 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.450964+00:00", + "ended_at": "2026-05-19T16:24:22.456839+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_98c63080a74a6419", + "problem_id": "v2p_n8_5321a6dd69551b1e", + "dataset_id": "n8", + "template_id": "tpl_missing_target_interaction", + "template_name": "Missingness-Target Interaction", + "family_id": "missingness_structure", + "canonical_subitem_id": "co_missingness_pattern_consistency", + "intended_facet_id": "missing_target_interaction", + "variant_semantic_role": "missing_target_interaction", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": false, + "question": "Use template Missingness-Target Interaction to probe co_missingness_pattern_consistency with semantic role missing_target_interaction. Focus on target_col=label_2, missing_col=feature_293.", + "bindings": { + "missing_col": "feature_293", + "target_col": "label_2" + }, + "binding_roles": [ + "missing_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {target_col},\n COUNT(*) AS total_rows,\n SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table}\nGROUP BY {target_col}\nORDER BY missing_rate DESC, total_rows DESC;", + "notes": [ + "default_facets=missing_rate_by_subgroup,missing_target_interaction", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_98c63080a74a6419.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_98c63080a74a6419/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_98c63080a74a6419/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_98c63080a74a6419/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9c4deb191a9dd53a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9c4deb191a9dd53a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b3cef72e115e1ec82ba38a5a52addae406361e91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9c4deb191a9dd53a/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:17:28.151682+00:00", + "ended_at": "2026-05-19T16:17:40.730655+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_9c4deb191a9dd53a", + "problem_id": "v2p_n8_0d787c3bf41917bc", + "dataset_id": "n8", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_117.", + "bindings": { + "measure_col": "feature_117", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.9909, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9c4deb191a9dd53a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9c4deb191a9dd53a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a954cd6c39f1fdcd5922466b4fb86916f254da98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9c4deb191a9dd53a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:32.391376+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4200.81, "started_at": "2026-05-19T16:17:28.188507+00:00", "ended_at": "2026-05-19T16:17:32.389369+00:00", "prompt_metrics": {"chars": 254522, "bytes_utf8": 254522, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-27f8-7783-bae5-4d6c7ec41b8a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:17:40.730527+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 7325.31, "started_at": "2026-05-19T16:17:33.403150+00:00", "ended_at": "2026-05-19T16:17:40.728535+00:00", "prompt_metrics": {"chars": 254522, "bytes_utf8": 254522, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-3c42-7823-ac8d-7b32c3f52420\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9eec8ad8fd976fd9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9eec8ad8fd976fd9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..17ce4daf16bca8d1edd790af5f490f54047cdfce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9eec8ad8fd976fd9/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"feature_96": "0", "total_rows": 677, "missing_rows": 0, "missing_rate": 0.0}, {"feature_96": "0.0001", "total_rows": 516, "missing_rows": 0, "missing_rate": 0.0}, {"feature_96": "0.0002", "total_rows": 219, "missing_rows": 0, "missing_rate": 0.0}, {"feature_96": "-0.0001", "total_rows": 95, "missing_rows": 0, "missing_rate": 0.0}, {"feature_96": "0.0003", "total_rows": 28, "missing_rows": 0, "missing_rate": 0.0}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9eec8ad8fd976fd9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9eec8ad8fd976fd9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce43ffbfb2af79d5f7bc4e79a8986b6b1c09f66c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9eec8ad8fd976fd9/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_9eec8ad8fd976fd9 +-- problem_id: v2p_n8_becc0a0c6536f1f6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_96", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_199" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_199" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_96" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9eec8ad8fd976fd9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9eec8ad8fd976fd9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b80d36908525491babdc34054a8ed708c661effc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9eec8ad8fd976fd9/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: missingness_structure\n-- canonical_subitem_id: co_missingness_pattern_consistency\n-- intended_facet_id: missing_rate_by_subgroup\n-- variant_semantic_role: missing_rate_by_subgroup\n-- template_id: tpl_missing_rate_by_subgroup\n-- query_record_id: v2q_n8_9eec8ad8fd976fd9\n-- problem_id: v2p_n8_becc0a0c6536f1f6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"feature_96\",\n COUNT(*) AS total_rows,\n SUM(CASE WHEN \"feature_199\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN \"feature_199\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"n8\"\nGROUP BY \"feature_96\"\nORDER BY missing_rate DESC, total_rows DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: co_missingness_pattern_consistency\\n-- intended_facet_id: missing_rate_by_subgroup\\n-- variant_semantic_role: missing_rate_by_subgroup\\n-- template_id: tpl_missing_rate_by_subgroup\\n-- query_record_id: v2q_n8_9eec8ad8fd976fd9\\n-- problem_id: v2p_n8_becc0a0c6536f1f6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"feature_96\\\",\\n COUNT(*) AS total_rows,\\n SUM(CASE WHEN \\\"feature_199\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n AVG(CASE WHEN \\\"feature_199\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_96\\\"\\nORDER BY missing_rate DESC, total_rows DESC;\", \"columns\": [\"feature_96\", \"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"feature_96\": \"0\", \"total_rows\": 677, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_96\": \"0.0001\", \"total_rows\": 516, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_96\": \"0.0002\", \"total_rows\": 219, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_96\": \"-0.0001\", \"total_rows\": 95, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_96\": \"0.0003\", \"total_rows\": 28, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_96\": \"-0.0002\", \"total_rows\": 8, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_96\": \"\", \"total_rows\": 6, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_96\": \"0.0004\", \"total_rows\": 5, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_96\": \"-0.0004\", \"total_rows\": 4, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_96\": \"-0.0003\", \"total_rows\": 3, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_96\": \"0.0007\", \"total_rows\": 2, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_96\": \"-0.0005\", \"total_rows\": 1, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_96\": \"-0.0009\", \"total_rows\": 1, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_96\": \"0.0006\", \"total_rows\": 1, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_96\": \"0.0009\", \"total_rows\": 1, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.99}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9eec8ad8fd976fd9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9eec8ad8fd976fd9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..27f2c677acb474114c4d38faec4a29a993d8fa37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9eec8ad8fd976fd9/run_manifest.json @@ -0,0 +1,59 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.371113+00:00", + "ended_at": "2026-05-19T16:24:22.375980+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_9eec8ad8fd976fd9", + "problem_id": "v2p_n8_becc0a0c6536f1f6", + "dataset_id": "n8", + "template_id": "tpl_missing_rate_by_subgroup", + "template_name": "Missing Rate by Subgroup", + "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", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": false, + "question": "Use template Missing Rate by Subgroup to probe co_missingness_pattern_consistency with semantic role missing_rate_by_subgroup. Focus on group_col=feature_96, missing_col=feature_199.", + "bindings": { + "missing_col": "feature_199", + "group_col": "feature_96" + }, + "binding_roles": [ + "missing_col", + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS total_rows,\n SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY missing_rate DESC, total_rows DESC;", + "notes": [ + "default_facets=missing_rate_by_subgroup,missing_target_interaction", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_9eec8ad8fd976fd9.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9eec8ad8fd976fd9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9eec8ad8fd976fd9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9eec8ad8fd976fd9/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1707c8aa89ced792c126ebf5382598f378edec0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/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=feature_96, measure_col=feature_9. +Result preview: [{"feature_96": "0", "total_measure": 985.2297}, {"feature_96": "0.0001", "total_measure": 753.8709}, {"feature_96": "0.0002", "total_measure": 322.8381}, {"feature_96": "-0.0001", "total_measure": 139.319}, {"feature_96": "0.0003", "total_measure": 41.2194}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e47a630d4de2f2d8198fc0527266e2ed5b257af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_9fe81dd04d0d12d4 +-- problem_id: v2p_n8_07535b82451683b8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_96", + SUM(CAST(NULLIF("feature_9", '') AS REAL)) AS total_measure +FROM "n8" +GROUP BY "feature_96" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b239d72b9b32ee0dbeafab71c0e61bdc53313872 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum.\nSELECT\n \"feature_96\",\n SUM(CAST(NULLIF(\"feature_9\", '') AS REAL)) AS total_measure\nFROM \"n8\"\nGROUP BY \"feature_96\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum.\\nSELECT\\n \\\"feature_96\\\",\\n SUM(CAST(NULLIF(\\\"feature_9\\\", '') AS REAL)) AS total_measure\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_96\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"feature_96\", \"total_measure\"], \"rows\": [{\"feature_96\": \"0\", \"total_measure\": 985.2297}, {\"feature_96\": \"0.0001\", \"total_measure\": 753.8709}, {\"feature_96\": \"0.0002\", \"total_measure\": 322.8381}, {\"feature_96\": \"-0.0001\", \"total_measure\": 139.319}, {\"feature_96\": \"0.0003\", \"total_measure\": 41.2194}, {\"feature_96\": \"-0.0002\", \"total_measure\": 11.8405}, {\"feature_96\": \"\", \"total_measure\": 8.5793}, {\"feature_96\": \"0.0004\", \"total_measure\": 7.5078}, {\"feature_96\": \"-0.0004\", \"total_measure\": 5.8577}, {\"feature_96\": \"-0.0003\", \"total_measure\": 4.3215}, {\"feature_96\": \"0.0007\", \"total_measure\": 2.8373}, {\"feature_96\": \"0.0006\", \"total_measure\": 1.584}, {\"feature_96\": \"0.0009\", \"total_measure\": 1.559}, {\"feature_96\": \"-0.0009\", \"total_measure\": 1.4319}, {\"feature_96\": \"-0.0005\", \"total_measure\": 1.3824}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.79}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89a2bbff2fbad97a80c166e8b70465d25a15868f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:48:35.483063+00:00", + "ended_at": "2026-05-19T15:49:56.090481+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_9fe81dd04d0d12d4", + "problem_id": "v2p_n8_07535b82451683b8", + "dataset_id": "n8", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_96, measure_col=feature_9.", + "bindings": { + "group_col": "feature_96", + "measure_col": "feature_9", + "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": 1.4674, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=8" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_9fe81dd04d0d12d4.sql", + "usage_summary": { + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_9fe81dd04d0d12d4", + "api_calls": 0, + "input_tokens": 88752, + "cached_input_tokens": 12032, + "output_tokens": 563, + "total_tokens": 89315, + "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": 79541.3, + "sql_execution_elapsed_ms_total": 8.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06bc1a623a18007c2b90ca44dc976162816f7012 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:49:26.932875+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 51410.95, "started_at": "2026-05-19T15:48:35.511332+00:00", "ended_at": "2026-05-19T15:49:26.922432+00:00", "prompt_metrics": {"chars": 254586, "bytes_utf8": 254586, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 3744, "bytes_utf8": 3744, "lines": 13, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ec-b72a-7f91-ae21-f82fc3992797\"}\n{\"type\":\"turn.started\"}\n{\"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 1977104, Requested 89387. Please try again in 1.994s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 1947678, Requested 89387. Please try again in 1.111s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 1972313, Requested 8938", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:49:56.079176+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": 28130.35, "started_at": "2026-05-19T15:49:27.946772+00:00", "ended_at": "2026-05-19T15:49:56.077179+00:00", "prompt_metrics": {"chars": 254586, "bytes_utf8": 254586, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 88752, "cached_input_tokens": 12032, "output_tokens": 563, "reasoning_output_tokens": 443}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum.\\nSELECT\\n \\\"feature_96\\\",\\n SUM(CAST(NULLIF(\\\"feature_9\\\", '') AS REAL)) AS total_measure\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_96\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Uses the required Grouped Numeric Sum template with group_col=\\\"feature_96\\\" and measure_col=\\\"feature_9\\\". Because the schema stores values as TEXT, the measure is cast to REAL and empty strings are treated as NULL.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d734b0a90891068ec15e943cd7daa7b5e8772414 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_9fe81dd04d0d12d4", + "api_calls": 0, + "input_tokens": 88752, + "cached_input_tokens": 12032, + "output_tokens": 563, + "total_tokens": 89315, + "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": 79541.3, + "sql_execution_elapsed_ms_total": 8.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_9fe81dd04d0d12d4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a5a69efe97701477/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a5a69efe97701477/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..88ca8f6b274c32840662fcf57d5fe756ba2921de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a5a69efe97701477/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 1561, "support_share": 0.99617102744097, "support_rank": 1}, {"value_label": "", "support": 6, "support_share": 0.0038289725590299937, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a5a69efe97701477/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a5a69efe97701477/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a1ff565a0e857a5289ef523302dc7b8bd44520e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a5a69efe97701477/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_a5a69efe97701477 +-- problem_id: v2p_n8_858e9ae6c4199cf5 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_237" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_237" +) +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_a/n8/artifacts/v2q_n8_a5a69efe97701477/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a5a69efe97701477/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0769dd3b132ff8b1b5a515a7970452bdff374bd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a5a69efe97701477/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n8_a5a69efe97701477\n-- problem_id: v2p_n8_858e9ae6c4199cf5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"feature_237\" AS value_label, COUNT(*) AS support\n FROM \"n8\"\n GROUP BY \"feature_237\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n8_a5a69efe97701477\\n-- problem_id: v2p_n8_858e9ae6c4199cf5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"feature_237\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n8\\\"\\n GROUP BY \\\"feature_237\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0\", \"support\": 1561, \"support_share\": 0.99617102744097, \"support_rank\": 1}, {\"value_label\": \"\", \"support\": 6, \"support_share\": 0.0038289725590299937, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.87}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a5a69efe97701477/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a5a69efe97701477/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1171e58d3619f07fbc3851b84732b9930ff59ed4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a5a69efe97701477/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.569610+00:00", + "ended_at": "2026-05-19T16:24:22.574368+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_a5a69efe97701477", + "problem_id": "v2p_n8_858e9ae6c4199cf5", + "dataset_id": "n8", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=feature_237.", + "bindings": { + "group_col": "feature_237" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_a5a69efe97701477.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a5a69efe97701477/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a5a69efe97701477/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a5a69efe97701477/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a6154931c663ca5c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a6154931c663ca5c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b93672d61ac821c47c531bb8e3d9acad4f1ec5ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a6154931c663ca5c/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:57:04.103578+00:00", + "ended_at": "2026-05-19T15:57:12.219647+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_a6154931c663ca5c", + "problem_id": "v2p_n8_2ee9ed06bda54be4", + "dataset_id": "n8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_232, measure_col=feature_31.", + "bindings": { + "group_col": "feature_232", + "measure_col": "feature_31", + "item_col": "feature_33", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.188368, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a6154931c663ca5c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a6154931c663ca5c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53f5784475baaad993ceef6766dbf5806e1a38b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a6154931c663ca5c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:57:07.665522+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3516.1, "started_at": "2026-05-19T15:57:04.147779+00:00", "ended_at": "2026-05-19T15:57:07.663917+00:00", "prompt_metrics": {"chars": 255006, "bytes_utf8": 255006, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f4-7a22-7052-8788-c06c7edc276e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:57:12.219554+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3542.37, "started_at": "2026-05-19T15:57:08.675778+00:00", "ended_at": "2026-05-19T15:57:12.218193+00:00", "prompt_metrics": {"chars": 255006, "bytes_utf8": 255006, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f4-8bed-7cc0-a477-8f2b935e9aab\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7981200f2973c88/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7981200f2973c88/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..88ca8f6b274c32840662fcf57d5fe756ba2921de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7981200f2973c88/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 1561, "support_share": 0.99617102744097, "support_rank": 1}, {"value_label": "", "support": 6, "support_share": 0.0038289725590299937, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7981200f2973c88/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7981200f2973c88/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..64f8597cea1944e2831c17a319db19f9855add07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7981200f2973c88/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_a7981200f2973c88 +-- problem_id: v2p_n8_450d828ff099844f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_506" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_506" +) +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_a/n8/artifacts/v2q_n8_a7981200f2973c88/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7981200f2973c88/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d877968a572c02604dbb198338c2167bcc7b1ab8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7981200f2973c88/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n8_a7981200f2973c88\n-- problem_id: v2p_n8_450d828ff099844f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"feature_506\" AS value_label, COUNT(*) AS support\n FROM \"n8\"\n GROUP BY \"feature_506\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n8_a7981200f2973c88\\n-- problem_id: v2p_n8_450d828ff099844f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"feature_506\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n8\\\"\\n GROUP BY \\\"feature_506\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0\", \"support\": 1561, \"support_share\": 0.99617102744097, \"support_rank\": 1}, {\"value_label\": \"\", \"support\": 6, \"support_share\": 0.0038289725590299937, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.18}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7981200f2973c88/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7981200f2973c88/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..64c10616d3003b42ed8ebf3701e0f69fb793f29c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7981200f2973c88/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.609334+00:00", + "ended_at": "2026-05-19T16:24:22.615519+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_a7981200f2973c88", + "problem_id": "v2p_n8_450d828ff099844f", + "dataset_id": "n8", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=feature_506.", + "bindings": { + "group_col": "feature_506" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_a7981200f2973c88.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7981200f2973c88/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7981200f2973c88/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7981200f2973c88/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7efba8d3f4351f0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7efba8d3f4351f0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3f9addb63ed1a72d4501d3cac56e5a1fc8b2033b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7efba8d3f4351f0/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:12:08.680192+00:00", + "ended_at": "2026-05-19T16:12:16.151912+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_a7efba8d3f4351f0", + "problem_id": "v2p_n8_dc638a8f7443a832", + "dataset_id": "n8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_397, measure_col=feature_91.", + "bindings": { + "group_col": "feature_397", + "measure_col": "feature_91", + "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": 8924.9888, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7efba8d3f4351f0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7efba8d3f4351f0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8979ec15ae148482e459514fa0dcabfeec76cde2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_a7efba8d3f4351f0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:11.838676+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3129.06, "started_at": "2026-05-19T16:12:08.708270+00:00", "ended_at": "2026-05-19T16:12:11.837361+00:00", "prompt_metrics": {"chars": 254772, "bytes_utf8": 254772, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-4787-7010-a05f-7a532e3a64c4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:16.151821+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3305.9, "started_at": "2026-05-19T16:12:12.844571+00:00", "ended_at": "2026-05-19T16:12:16.150502+00:00", "prompt_metrics": {"chars": 254772, "bytes_utf8": 254772, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-57a4-7503-a250-3a98cd4acb84\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b0179fb15af17626/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b0179fb15af17626/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8b7e2cc6d534075d12a52662d4c5296df42af0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b0179fb15af17626/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"feature_348": "0", "total_rows": 1560, "missing_rows": 0, "missing_rate": 0.0}, {"feature_348": "", "total_rows": 6, "missing_rows": 0, "missing_rate": 0.0}, {"feature_348": "13.9147", "total_rows": 1, "missing_rows": 0, "missing_rate": 0.0}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b0179fb15af17626/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b0179fb15af17626/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e63dacc4953f3595f56f9b65c9f4c9457e0017d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b0179fb15af17626/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_b0179fb15af17626 +-- problem_id: v2p_n8_56f6e011f1c0985c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_348", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_98" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_98" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_348" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b0179fb15af17626/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b0179fb15af17626/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e1ceb64a0a5beddec58845d8c61a39fcb43614b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b0179fb15af17626/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: missingness_structure\n-- canonical_subitem_id: co_missingness_pattern_consistency\n-- intended_facet_id: missing_target_interaction\n-- variant_semantic_role: missing_target_interaction\n-- template_id: tpl_missing_target_interaction\n-- query_record_id: v2q_n8_b0179fb15af17626\n-- problem_id: v2p_n8_56f6e011f1c0985c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"feature_348\",\n COUNT(*) AS total_rows,\n SUM(CASE WHEN \"feature_98\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN \"feature_98\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"n8\"\nGROUP BY \"feature_348\"\nORDER BY missing_rate DESC, total_rows DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: co_missingness_pattern_consistency\\n-- intended_facet_id: missing_target_interaction\\n-- variant_semantic_role: missing_target_interaction\\n-- template_id: tpl_missing_target_interaction\\n-- query_record_id: v2q_n8_b0179fb15af17626\\n-- problem_id: v2p_n8_56f6e011f1c0985c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"feature_348\\\",\\n COUNT(*) AS total_rows,\\n SUM(CASE WHEN \\\"feature_98\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n AVG(CASE WHEN \\\"feature_98\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_348\\\"\\nORDER BY missing_rate DESC, total_rows DESC;\", \"columns\": [\"feature_348\", \"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"feature_348\": \"0\", \"total_rows\": 1560, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_348\": \"\", \"total_rows\": 6, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_348\": \"13.9147\", \"total_rows\": 1, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.22}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b0179fb15af17626/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b0179fb15af17626/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3ffd90685bea9799ce9403d9a4ad4621ee54f5b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b0179fb15af17626/run_manifest.json @@ -0,0 +1,59 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.429934+00:00", + "ended_at": "2026-05-19T16:24:22.435054+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_b0179fb15af17626", + "problem_id": "v2p_n8_56f6e011f1c0985c", + "dataset_id": "n8", + "template_id": "tpl_missing_target_interaction", + "template_name": "Missingness-Target Interaction", + "family_id": "missingness_structure", + "canonical_subitem_id": "co_missingness_pattern_consistency", + "intended_facet_id": "missing_target_interaction", + "variant_semantic_role": "missing_target_interaction", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": false, + "question": "Use template Missingness-Target Interaction to probe co_missingness_pattern_consistency with semantic role missing_target_interaction. Focus on target_col=feature_348, missing_col=feature_98.", + "bindings": { + "missing_col": "feature_98", + "target_col": "feature_348" + }, + "binding_roles": [ + "missing_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {target_col},\n COUNT(*) AS total_rows,\n SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table}\nGROUP BY {target_col}\nORDER BY missing_rate DESC, total_rows DESC;", + "notes": [ + "default_facets=missing_rate_by_subgroup,missing_target_interaction", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_b0179fb15af17626.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b0179fb15af17626/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b0179fb15af17626/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b0179fb15af17626/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..108ce6bb547dba24e8334522f6e101deaea6283c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/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 within_group_proportion. Focus on group_col=feature_230, measure_col=feature_29. +Result preview: [{"feature_230": "", "feature_31": "0.1867", "total_measure": 75.3667, "share_within_group": 18.234855479357925}, {"feature_230": "", "feature_31": "0.1866", "total_measure": 72.2667, "share_within_group": 17.48481531591692}, {"feature_230": "", "feature_31": "0.2267", "total_measure": 70.0111, "share_within_group": 16.939076415059645}, {"feature_230": "", "feature_31": "0.1602", "total_measure": 68.1, "share_within_group": 16.476688751720253}, {"feature_230": "", "feature_31": "0.2078", "total_measure": 67.6, "share_within_group": 16.35571453181041}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c8fb0cc7944a40b29be800702ca82c272a02a849 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_b725491adff4b4d8 +-- problem_id: v2p_n8_8c975cf6ff4d1576 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_230", "feature_31", + SUM(CAST(NULLIF("feature_29", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("feature_29", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF("feature_29", '') AS REAL))) OVER (PARTITION BY "feature_230") AS share_within_group +FROM "n8" +WHERE NULLIF("feature_29", '') IS NOT NULL +GROUP BY "feature_230", "feature_31" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..517e1787153bc181d42060b4e465625ca2093ce4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/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 \"feature_230\", \"feature_31\",\n SUM(CAST(NULLIF(\"feature_29\", '') AS REAL)) AS total_measure,\n SUM(CAST(NULLIF(\"feature_29\", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF(\"feature_29\", '') AS REAL))) OVER (PARTITION BY \"feature_230\") AS share_within_group\nFROM \"n8\"\nWHERE NULLIF(\"feature_29\", '') IS NOT NULL\nGROUP BY \"feature_230\", \"feature_31\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"feature_230\\\", \\\"feature_31\\\",\\n SUM(CAST(NULLIF(\\\"feature_29\\\", '') AS REAL)) AS total_measure,\\n SUM(CAST(NULLIF(\\\"feature_29\\\", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF(\\\"feature_29\\\", '') AS REAL))) OVER (PARTITION BY \\\"feature_230\\\") AS share_within_group\\nFROM \\\"n8\\\"\\nWHERE NULLIF(\\\"feature_29\\\", '') IS NOT NULL\\nGROUP BY \\\"feature_230\\\", \\\"feature_31\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"feature_230\", \"feature_31\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"feature_230\": \"\", \"feature_31\": \"0.1867\", \"total_measure\": 75.3667, \"share_within_group\": 18.234855479357925}, {\"feature_230\": \"\", \"feature_31\": \"0.1866\", \"total_measure\": 72.2667, \"share_within_group\": 17.48481531591692}, {\"feature_230\": \"\", \"feature_31\": \"0.2267\", \"total_measure\": 70.0111, \"share_within_group\": 16.939076415059645}, {\"feature_230\": \"\", \"feature_31\": \"0.1602\", \"total_measure\": 68.1, \"share_within_group\": 16.476688751720253}, {\"feature_230\": \"\", \"feature_31\": \"0.2078\", \"total_measure\": 67.6, \"share_within_group\": 16.35571453181041}, {\"feature_230\": \"\", \"feature_31\": \"0.2209\", \"total_measure\": 59.9667, \"share_within_group\": 14.508849506134846}, {\"feature_230\": \"0\", \"feature_31\": \"0.1937\", \"total_measure\": 489.5555, \"share_within_group\": 0.4518134575547631}, {\"feature_230\": \"0\", \"feature_31\": \"0.1786\", \"total_measure\": 478.589, \"share_within_group\": 0.4416924145223095}, {\"feature_230\": \"0\", \"feature_31\": \"0.1599\", \"total_measure\": 427.1223, \"share_within_group\": 0.39419351465103086}, {\"feature_230\": \"0\", \"feature_31\": \"0.1984\", \"total_measure\": 412.5332, \"share_within_group\": 0.38072915419830966}, {\"feature_230\": \"0\", \"feature_31\": \"0.1808\", \"total_measure\": 357.6556, \"share_within_group\": 0.3300823159985401}, {\"feature_230\": \"0\", \"feature_31\": \"0.1753\", \"total_measure\": 357.1333, \"share_within_group\": 0.32960028246223866}, {\"feature_230\": \"0\", \"feature_31\": \"0.1492\", \"total_measure\": 354.5112, \"share_within_group\": 0.32718033198255986}, {\"feature_230\": \"0\", \"feature_31\": \"0.1672\", \"total_measure\": 354.2111, \"share_within_group\": 0.3269033680456576}, {\"feature_230\": \"0\", \"feature_31\": \"0.1919\", \"total_measure\": 353.5221, \"share_within_group\": 0.3262674861645323}, {\"feature_230\": \"0\", \"feature_31\": \"0.1911\", \"total_measure\": 350.25559999999996, \"share_within_group\": 0.3232528153884862}, {\"feature_230\": \"0\", \"feature_31\": \"0.2068\", \"total_measure\": 347.0666, \"share_within_group\": 0.3203096697877481}, {\"feature_230\": \"0\", \"feature_31\": \"0.2013\", \"total_measure\": 345.3889, \"share_within_group\": 0.3187613112507904}, {\"feature_230\": \"0\", \"feature_31\": \"0.1987\", \"total_measure\": 344.8222, \"share_within_group\": 0.31823830071082854}, {\"feature_230\": \"0\", \"feature_31\": \"0.1838\", \"total_measure\": 344.5333, \"share_within_group\": 0.3179716733153901}, {\"feature_230\": \"0\", \"feature_31\": \"0.1974\", \"total_measure\": 343.2445, \"share_within_group\": 0.3167822327226553}, {\"feature_230\": \"0\", \"feature_31\": \"0.2011\", \"total_measure\": 341.0333, \"share_within_group\": 0.31474150410793217}, {\"feature_230\": \"0\", \"feature_31\": \"0.1807\", \"total_measure\": 340.9667, \"share_within_group\": 0.31468003860244165}, {\"feature_230\": \"0\", \"feature_31\": \"0.1737\", \"total_measure\": 339.8556, \"share_within_group\": 0.31365459831489695}, {\"feature_230\": \"0\", \"feature_31\": \"0.2047\", \"total_measure\": 338.4111, \"share_within_group\": 0.31232146133770466}, {\"feature_230\": \"0\", \"feature_31\": \"0.2053\", \"total_measure\": 335.63329999999996, \"share_within_group\": 0.3097578144735684}, {\"feature_230\": \"0\", \"feature_31\": \"0.2179\", \"total_measure\": 334.8001, \"share_within_group\": 0.30898884962109596}, {\"feature_230\": \"0\", \"feature_31\": \"0.2103\", \"total_measure\": 328.4444, \"share_within_group\": 0.3031231392119986}, {\"feature_230\": \"0\", \"feature_31\": \"0.1434\", \"total_measure\": 293.9334, \"share_within_group\": 0.27127274792097567}, {\"feature_230\": \"0\", \"feature_31\": \"0.1518\", \"total_measure\": 290.5111, \"share_within_group\": 0.2681142884699233}, {\"feature_230\": \"0\", \"feature_31\": \"0.1384\", \"total_measure\": 288.7111, \"share_within_group\": 0.26645305859180207}, {\"feature_230\": \"0\", \"feature_31\": \"0.1559\", \"total_measure\": 288.56669999999997, \"share_within_group\": 0.2663197910393572}, {\"feature_230\": \"0\", \"feature_31\": \"0.1703\", \"total_measure\": 287.8334, \"share_within_group\": 0.26564302444512033}, {\"feature_230\": \"0\", \"feature_31\": \"0.1779\", \"total_measure\": 286.7445, \"share_within_group\": 0.26463807265940587}, {\"feature_230\": \"0\", \"feature_31\": \"0.18\", \"total_measure\": 286.2889, \"share_within_group\": 0.2642175969191436}, {\"feature_230\": \"0\", \"feature_31\": \"0.2014\", \"total_measure\": 285.65549999999996, \"share_within_group\": 0.26363302858314247}, {\"feature_230\": \"0\", \"feature_31\": \"0.152\", \"total_measure\": 285.4667, \"share_within_group\": 0.2634587840270374}, {\"feature_230\": \"0\", \"feature_31\": \"0.1994\", \"total_measure\": 285.25559999999996, \"share_within_group\": 0.26326395867855323}, {\"feature_230\": \"0\", \"feature_31\": \"0.1759\", \"total_measure\": 285.0223, \"share_within_group\": 0.2630486448282389}, {\"feature_230\": \"0\", \"feature_31\": \"0.1617\", \"total_measure\": 284.4777, \"share_within_group\": 0.26254603049955855}, {\"feature_230\": \"0\", \"feature_31\": \"0.1723\", \"total_measure\": 284.3556, \"share_within_group\": 0.2624333437394926}, {\"feature_230\": \"0\", \"feature_31\": \"0.1946\", \"total_measure\": 282.2667, \"share_within_group\": 0.26050548646593297}, {\"feature_230\": \"0\", \"feature_31\": \"0.1814\", \"total_measure\": 281.7889, \"share_within_group\": 0.2600645222238405}, {\"feature_230\": \"0\", \"feature_31\": \"0.1819\", \"total_measure\": 281.5223, \"share_within_group\": 0.259818475620781}, {\"feature_230\": \"0\", \"feature_31\": \"0.1886\", \"total_measure\": 281.4999, \"share_within_group\": 0.25979780253785334}, {\"feature_230\": \"0\", \"feature_31\": \"0.1868\", \"total_measure\": 281.1889, \"share_within_group\": 0.25951077893113345}, {\"feature_230\": \"0\", \"feature_31\": \"0.1696\", \"total_measure\": 281.1222, \"share_within_group\": 0.2594492211350942}, {\"feature_230\": \"0\", \"feature_31\": \"0.1866\", \"total_measure\": 280.0, \"share_within_group\": 0.2584135365966344}, {\"feature_230\": \"0\", \"feature_31\": \"0.1771\", \"total_measure\": 279.0556, \"share_within_group\": 0.2575419446539135}, {\"feature_230\": \"0\", \"feature_31\": \"0.2107\", \"total_measure\": 278.4222, \"share_within_group\": 0.2569573763179123}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.85}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..db3ac211862ebe9c0a61b74e6a4f6984195765a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:55:16.796901+00:00", + "ended_at": "2026-05-19T15:55:45.672796+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_b725491adff4b4d8", + "problem_id": "v2p_n8_8c975cf6ff4d1576", + "dataset_id": "n8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_230, measure_col=feature_29.", + "bindings": { + "group_col": "feature_230", + "measure_col": "feature_29", + "item_col": "feature_31", + "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": 71.6604, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_b725491adff4b4d8.sql", + "usage_summary": { + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_b725491adff4b4d8", + "api_calls": 0, + "input_tokens": 88872, + "cached_input_tokens": 0, + "output_tokens": 1527, + "total_tokens": 90399, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28838.09, + "sql_execution_elapsed_ms_total": 7.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..574b3c191fc05a23ac9183a4ac04b73910d2ac94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:55:45.663220+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": 28838.09, "started_at": "2026-05-19T15:55:16.823810+00:00", "ended_at": "2026-05-19T15:55:45.661931+00:00", "prompt_metrics": {"chars": 255005, "bytes_utf8": 255005, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 727, "bytes_utf8": 727, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 88872, "cached_input_tokens": 0, "output_tokens": 1527, "reasoning_output_tokens": 1317}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"feature_230\\\", \\\"feature_31\\\",\\n SUM(CAST(NULLIF(\\\"feature_29\\\", '') AS REAL)) AS total_measure,\\n SUM(CAST(NULLIF(\\\"feature_29\\\", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF(\\\"feature_29\\\", '') AS REAL))) OVER (PARTITION BY \\\"feature_230\\\") AS share_within_group\\nFROM \\\"n8\\\"\\nWHERE NULLIF(\\\"feature_29\\\", '') IS NOT NULL\\nGROUP BY \\\"feature_230\\\", \\\"feature_31\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with \\\"feature_230\\\" as group_col, \\\"feature_31\\\" as item_col, and \\\"feature_29\\\" as measure_col. \\\"feature_29\\\" is stored as TEXT in SQLite, so it is cast to REAL and empty strings are excluded before aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae353df5d4578a4be56fe7482d24f5cdbbbfa0ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_b725491adff4b4d8", + "api_calls": 0, + "input_tokens": 88872, + "cached_input_tokens": 0, + "output_tokens": 1527, + "total_tokens": 90399, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28838.09, + "sql_execution_elapsed_ms_total": 7.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_b725491adff4b4d8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_bd5314bfa0b04d68/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_bd5314bfa0b04d68/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e82533b1ad4cd9ef7218a050dfe77c1d849bb911 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_bd5314bfa0b04d68/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:22:35.489766+00:00", + "ended_at": "2026-05-19T16:22:43.737698+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_bd5314bfa0b04d68", + "problem_id": "v2p_n8_4d3b448aa9c7c974", + "dataset_id": "n8", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=feature_545, measure_col=feature_141.", + "bindings": { + "group_col": "feature_545", + "measure_col": "feature_141", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.336556, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_bd5314bfa0b04d68/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_bd5314bfa0b04d68/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a500f1c1d8b2867c2d269bb0ed34b9ea19a33868 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_bd5314bfa0b04d68/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:39.218124+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3694.66, "started_at": "2026-05-19T16:22:35.521611+00:00", "ended_at": "2026-05-19T16:22:39.216313+00:00", "prompt_metrics": {"chars": 254680, "bytes_utf8": 254680, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-d85a-7191-87c5-9648e89fd904\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:22:43.737536+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3504.54, "started_at": "2026-05-19T16:22:40.230363+00:00", "ended_at": "2026-05-19T16:22:43.734973+00:00", "prompt_metrics": {"chars": 254680, "bytes_utf8": 254680, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-eae4-7b11-b881-de95695a55e4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_bee570d8f22ad7a5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_bee570d8f22ad7a5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4e1bc2c77dc8abfb67ecd91869204c6338a055dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_bee570d8f22ad7a5/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:43:03.248816+00:00", + "ended_at": "2026-05-19T15:44:57.927727+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_bee570d8f22ad7a5", + "problem_id": "v2p_n8_c1993ae3f82825c2", + "dataset_id": "n8", + "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=feature_75, measure_col=feature_7.", + "bindings": { + "group_col": "feature_75", + "measure_col": "feature_7", + "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": 98.817604, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=6" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_bee570d8f22ad7a5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_bee570d8f22ad7a5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5dbd4f6a836b0f4bc980bf258051408e0c2cdc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_bee570d8f22ad7a5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:44:02.417230+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 59138.11, "started_at": "2026-05-19T15:43:03.276968+00:00", "ended_at": "2026-05-19T15:44:02.415108+00:00", "prompt_metrics": {"chars": 254590, "bytes_utf8": 254590, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 3745, "bytes_utf8": 3745, "lines": 13, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40e7-a580-78c1-a38b-11983bd6df14\"}\n{\"type\":\"turn.started\"}\n{\"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 1968482, Requested 89387. Please try again in 1.736s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 1995948, Requested 89387. Please try again in 2.56s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 89387", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:44:57.927601+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 54497.94, "started_at": "2026-05-19T15:44:03.427895+00:00", "ended_at": "2026-05-19T15:44:57.925881+00:00", "prompt_metrics": {"chars": 254590, "bytes_utf8": 254590, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 3746, "bytes_utf8": 3746, "lines": 13, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40e8-907c-7ca2-9ade-b92772fe28b5\"}\n{\"type\":\"turn.started\"}\n{\"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 1992173, Requested 89387. Please try again in 2.446s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 89387. Please try again in 2.681s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"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 8938", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c1efab52a5277f5b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c1efab52a5277f5b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de9972f65d54d58d35f1173eac5f2bc2c35c7c57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c1efab52a5277f5b/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:05:05.322351+00:00", + "ended_at": "2026-05-19T16:05:13.366520+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_c1efab52a5277f5b", + "problem_id": "v2p_n8_bb50865146aca13c", + "dataset_id": "n8", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_259, condition_col=feature_210.", + "bindings": { + "group_col": "feature_259", + "condition_col": "feature_210", + "condition_value": "0", + "positive_value": "0", + "negative_value": "46.15", + "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": 10.0015, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=43" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c1efab52a5277f5b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c1efab52a5277f5b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd439f84eabeffe9eece5cc1c1a71c1e82759140 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c1efab52a5277f5b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:08.394237+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3042.03, "started_at": "2026-05-19T16:05:05.350741+00:00", "ended_at": "2026-05-19T16:05:08.392798+00:00", "prompt_metrics": {"chars": 255402, "bytes_utf8": 255402, "lines": 7215, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-d1c9-7430-969b-23d4bfb34aaf\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:13.366431+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3960.2, "started_at": "2026-05-19T16:05:09.404969+00:00", "ended_at": "2026-05-19T16:05:13.365224+00:00", "prompt_metrics": {"chars": 255402, "bytes_utf8": 255402, "lines": 7215, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-e1c3-75d3-9e10-a8930842c772\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c25342f4fd3e5992/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c25342f4fd3e5992/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..da925f2612559f8126e6bb65685daecc2770cbc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c25342f4fd3e5992/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:13:20.841881+00:00", + "ended_at": "2026-05-19T16:13:28.421859+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_c25342f4fd3e5992", + "problem_id": "v2p_n8_8329dd20756b387b", + "dataset_id": "n8", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_401, measure_col=feature_95.", + "bindings": { + "group_col": "feature_401", + "measure_col": "feature_95", + "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": -3.6e-05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c25342f4fd3e5992/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c25342f4fd3e5992/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7a4994cdcefef1dddc548ec69e4d3df0957a094 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c25342f4fd3e5992/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:24.109690+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3232.63, "started_at": "2026-05-19T16:13:20.875686+00:00", "ended_at": "2026-05-19T16:13:24.108346+00:00", "prompt_metrics": {"chars": 254771, "bytes_utf8": 254771, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-616c-7382-b088-262e893774fd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:13:28.421770+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3301.27, "started_at": "2026-05-19T16:13:25.119117+00:00", "ended_at": "2026-05-19T16:13:28.420434+00:00", "prompt_metrics": {"chars": 254771, "bytes_utf8": 254771, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-7204-7313-ad80-da4ed4dde94f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c9b487bf6b8ac986/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c9b487bf6b8ac986/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3141c82ece46c95eaf63b81b06eb01fa50c4c60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c9b487bf6b8ac986/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"feature_75": "0", "total_rows": 1560, "missing_rows": 0, "missing_rate": 0.0}, {"feature_75": "", "total_rows": 6, "missing_rows": 0, "missing_rate": 0.0}, {"feature_75": "4.1955", "total_rows": 1, "missing_rows": 0, "missing_rate": 0.0}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c9b487bf6b8ac986/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c9b487bf6b8ac986/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..346f7528ad495c98cadc6e356ddb62d812b87085 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c9b487bf6b8ac986/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_c9b487bf6b8ac986 +-- problem_id: v2p_n8_ce3ba88354dc3e4d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_75", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_199" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_199" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_75" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c9b487bf6b8ac986/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c9b487bf6b8ac986/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c1d7b73d1b22cd8084857f5413eccd6fc9c19d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c9b487bf6b8ac986/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: missingness_structure\n-- canonical_subitem_id: co_missingness_pattern_consistency\n-- intended_facet_id: missing_target_interaction\n-- variant_semantic_role: missing_target_interaction\n-- template_id: tpl_missing_target_interaction\n-- query_record_id: v2q_n8_c9b487bf6b8ac986\n-- problem_id: v2p_n8_ce3ba88354dc3e4d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"feature_75\",\n COUNT(*) AS total_rows,\n SUM(CASE WHEN \"feature_199\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN \"feature_199\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"n8\"\nGROUP BY \"feature_75\"\nORDER BY missing_rate DESC, total_rows DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: co_missingness_pattern_consistency\\n-- intended_facet_id: missing_target_interaction\\n-- variant_semantic_role: missing_target_interaction\\n-- template_id: tpl_missing_target_interaction\\n-- query_record_id: v2q_n8_c9b487bf6b8ac986\\n-- problem_id: v2p_n8_ce3ba88354dc3e4d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"feature_75\\\",\\n COUNT(*) AS total_rows,\\n SUM(CASE WHEN \\\"feature_199\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n AVG(CASE WHEN \\\"feature_199\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_75\\\"\\nORDER BY missing_rate DESC, total_rows DESC;\", \"columns\": [\"feature_75\", \"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"feature_75\": \"0\", \"total_rows\": 1560, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_75\": \"\", \"total_rows\": 6, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_75\": \"4.1955\", \"total_rows\": 1, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.78}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c9b487bf6b8ac986/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c9b487bf6b8ac986/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2d16ca98bf563eb7ad91777349942889ef8777a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c9b487bf6b8ac986/run_manifest.json @@ -0,0 +1,59 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.440698+00:00", + "ended_at": "2026-05-19T16:24:22.445272+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_c9b487bf6b8ac986", + "problem_id": "v2p_n8_ce3ba88354dc3e4d", + "dataset_id": "n8", + "template_id": "tpl_missing_target_interaction", + "template_name": "Missingness-Target Interaction", + "family_id": "missingness_structure", + "canonical_subitem_id": "co_missingness_pattern_consistency", + "intended_facet_id": "missing_target_interaction", + "variant_semantic_role": "missing_target_interaction", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": false, + "question": "Use template Missingness-Target Interaction to probe co_missingness_pattern_consistency with semantic role missing_target_interaction. Focus on target_col=feature_75, missing_col=feature_199.", + "bindings": { + "missing_col": "feature_199", + "target_col": "feature_75" + }, + "binding_roles": [ + "missing_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {target_col},\n COUNT(*) AS total_rows,\n SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table}\nGROUP BY {target_col}\nORDER BY missing_rate DESC, total_rows DESC;", + "notes": [ + "default_facets=missing_rate_by_subgroup,missing_target_interaction", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_c9b487bf6b8ac986.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c9b487bf6b8ac986/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c9b487bf6b8ac986/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_c9b487bf6b8ac986/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ce5640982a8169c5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ce5640982a8169c5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a8ec997374eb287a965a53644b192d7472b71fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ce5640982a8169c5/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 1566, "support_share": 0.9993618379068283, "cumulative_support": 1566}, {"value_label": "", "support": 1, "support_share": 0.0006381620931716656, "cumulative_support": 1567}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ce5640982a8169c5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ce5640982a8169c5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7dc653708dd0385d53adbf0d029e6ad7fcdf66a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ce5640982a8169c5/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_ce5640982a8169c5 +-- problem_id: v2p_n8_22fc2610a38d7e61 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_316" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_316" +), 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_a/n8/artifacts/v2q_n8_ce5640982a8169c5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ce5640982a8169c5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f436453eec485931241bf5e8a3f789aebf9d936d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ce5640982a8169c5/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n8_ce5640982a8169c5\n-- problem_id: v2p_n8_22fc2610a38d7e61\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"feature_316\" AS value_label, COUNT(*) AS support\n FROM \"n8\"\n GROUP BY \"feature_316\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n8_ce5640982a8169c5\\n-- problem_id: v2p_n8_22fc2610a38d7e61\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"feature_316\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n8\\\"\\n GROUP BY \\\"feature_316\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 1566, \"support_share\": 0.9993618379068283, \"cumulative_support\": 1566}, {\"value_label\": \"\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"cumulative_support\": 1567}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.12}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ce5640982a8169c5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ce5640982a8169c5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b3d91abb0d9f97a3630a8b2a3e2eb9d83420e53b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ce5640982a8169c5/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.514202+00:00", + "ended_at": "2026-05-19T16:24:22.519226+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_ce5640982a8169c5", + "problem_id": "v2p_n8_22fc2610a38d7e61", + "dataset_id": "n8", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=feature_316.", + "bindings": { + "group_col": "feature_316" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ce5640982a8169c5.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ce5640982a8169c5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ce5640982a8169c5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ce5640982a8169c5/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_cfdc420c9983eb17/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_cfdc420c9983eb17/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5995b8539334afb5f47acba3c335257f1492cbcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_cfdc420c9983eb17/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"total_rows": 1567, "missing_rows": 0, "missing_rate": 0.0}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_cfdc420c9983eb17/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_cfdc420c9983eb17/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0087f05155e8ca8a56bb9dc6578d359684d5d565 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_cfdc420c9983eb17/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_cfdc420c9983eb17 +-- problem_id: v2p_n8_556e9b6ecebf6c88 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_42" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_42" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_cfdc420c9983eb17/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_cfdc420c9983eb17/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53e709b15406b815101e2c88d0068eea5bdc3fdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_cfdc420c9983eb17/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: missingness_structure\n-- canonical_subitem_id: marginal_missing_rate_consistency\n-- intended_facet_id: missing_indicator_distribution\n-- variant_semantic_role: missing_indicator_view\n-- template_id: tpl_missing_marginal_rate_profile\n-- query_record_id: v2q_n8_cfdc420c9983eb17\n-- problem_id: v2p_n8_556e9b6ecebf6c88\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n COUNT(*) AS total_rows,\n SUM(CASE WHEN \"feature_42\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN \"feature_42\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"n8\";", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: marginal_missing_rate_consistency\\n-- intended_facet_id: missing_indicator_distribution\\n-- variant_semantic_role: missing_indicator_view\\n-- template_id: tpl_missing_marginal_rate_profile\\n-- query_record_id: v2q_n8_cfdc420c9983eb17\\n-- problem_id: v2p_n8_556e9b6ecebf6c88\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n COUNT(*) AS total_rows,\\n SUM(CASE WHEN \\\"feature_42\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n AVG(CASE WHEN \\\"feature_42\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"n8\\\";\", \"columns\": [\"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"total_rows\": 1567, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.55}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_cfdc420c9983eb17/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_cfdc420c9983eb17/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..58aed32210ffc493b0b1f752d303b5f2b958fefd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_cfdc420c9983eb17/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.291398+00:00", + "ended_at": "2026-05-19T16:24:22.297877+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_cfdc420c9983eb17", + "problem_id": "v2p_n8_556e9b6ecebf6c88", + "dataset_id": "n8", + "template_id": "tpl_missing_marginal_rate_profile", + "template_name": "Marginal Missing Rate Profile", + "family_id": "missingness_structure", + "canonical_subitem_id": "marginal_missing_rate_consistency", + "intended_facet_id": "missing_indicator_distribution", + "variant_semantic_role": "missing_indicator_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": false, + "question": "Use template Marginal Missing Rate Profile to probe marginal_missing_rate_consistency with semantic role missing_indicator_view. Focus on missing_col=feature_42.", + "bindings": { + "missing_col": "feature_42" + }, + "binding_roles": [ + "missing_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n COUNT(*) AS total_rows,\n SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table};", + "notes": [ + "default_facets=missing_indicator_distribution", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_cfdc420c9983eb17.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_cfdc420c9983eb17/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_cfdc420c9983eb17/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_cfdc420c9983eb17/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8726f2e76c5a49ec4bad53129a28dbf26e163d06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/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 within_group_proportion. Focus on group_col=feature_235, measure_col=feature_34. +Result preview: [{"feature_235": "0", "feature_36": 74.8511, "total_measure": 162.1081, "share_within_group": 1.1597922314215487}, {"feature_235": "0", "feature_36": 64.2376, "total_measure": 115.584, "share_within_group": 0.8269384767117021}, {"feature_235": "0", "feature_36": 63.7914, "total_measure": 94.8367, "share_within_group": 0.678503220466195}, {"feature_235": "0", "feature_36": 74.7081, "total_measure": 93.3812, "share_within_group": 0.6680899370285749}, {"feature_235": "0", "feature_36": 64.0969, "total_measure": 79.1314, "share_within_group": 0.566140636905319}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4fa5c689f863244eda6a60f6afded38198cf50f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/generated_sql.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_d2cfcd58bad3bc11 +-- problem_id: v2p_n8_9a7ba01e1a2d4e98 +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_235" AS "feature_235", + CAST("feature_36" AS REAL) AS "feature_36", + SUM(CAST("feature_34" AS REAL)) AS "total_measure", + SUM(CAST("feature_34" AS REAL)) * 100.0 + / SUM(SUM(CAST("feature_34" AS REAL))) OVER (PARTITION BY "feature_235") AS "share_within_group" +FROM "n8" +WHERE "feature_235" IS NOT NULL + AND "feature_235" <> '' + AND "feature_36" IS NOT NULL + AND "feature_36" <> '' + AND "feature_34" IS NOT NULL + AND "feature_34" <> '' +GROUP BY + "feature_235", + CAST("feature_36" AS REAL) +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b3b0ce998390389913e0dd5e78165fa0d9741e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/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 \"feature_235\" AS \"feature_235\",\n CAST(\"feature_36\" AS REAL) AS \"feature_36\",\n SUM(CAST(\"feature_34\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"feature_34\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"feature_34\" AS REAL))) OVER (PARTITION BY \"feature_235\") AS \"share_within_group\"\nFROM \"n8\"\nWHERE \"feature_235\" IS NOT NULL\n AND \"feature_235\" <> ''\n AND \"feature_36\" IS NOT NULL\n AND \"feature_36\" <> ''\n AND \"feature_34\" IS NOT NULL\n AND \"feature_34\" <> ''\nGROUP BY\n \"feature_235\",\n CAST(\"feature_36\" AS REAL)\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"feature_235\\\" AS \\\"feature_235\\\",\\n CAST(\\\"feature_36\\\" AS REAL) AS \\\"feature_36\\\",\\n SUM(CAST(\\\"feature_34\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"feature_34\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"feature_34\\\" AS REAL))) OVER (PARTITION BY \\\"feature_235\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n8\\\"\\nWHERE \\\"feature_235\\\" IS NOT NULL\\n AND \\\"feature_235\\\" <> ''\\n AND \\\"feature_36\\\" IS NOT NULL\\n AND \\\"feature_36\\\" <> ''\\n AND \\\"feature_34\\\" IS NOT NULL\\n AND \\\"feature_34\\\" <> ''\\nGROUP BY\\n \\\"feature_235\\\",\\n CAST(\\\"feature_36\\\" AS REAL)\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"feature_235\", \"feature_36\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"feature_235\": \"0\", \"feature_36\": 74.8511, \"total_measure\": 162.1081, \"share_within_group\": 1.1597922314215487}, {\"feature_235\": \"0\", \"feature_36\": 64.2376, \"total_measure\": 115.584, \"share_within_group\": 0.8269384767117021}, {\"feature_235\": \"0\", \"feature_36\": 63.7914, \"total_measure\": 94.8367, \"share_within_group\": 0.678503220466195}, {\"feature_235\": \"0\", \"feature_36\": 74.7081, \"total_measure\": 93.3812, \"share_within_group\": 0.6680899370285749}, {\"feature_235\": \"0\", \"feature_36\": 64.0969, \"total_measure\": 79.1314, \"share_within_group\": 0.566140636905319}, {\"feature_235\": \"0\", \"feature_36\": 64.4228, \"total_measure\": 76.9427, \"share_within_group\": 0.5504817200658005}, {\"feature_235\": \"0\", \"feature_36\": 64.1615, \"total_measure\": 69.0047, \"share_within_group\": 0.4936897970648878}, {\"feature_235\": \"0\", \"feature_36\": 64.1163, \"total_measure\": 68.48519999999999, \"share_within_group\": 0.48997306690628684}, {\"feature_235\": \"0\", \"feature_36\": 63.9959, \"total_measure\": 68.27799999999999, \"share_within_group\": 0.4884906675052048}, {\"feature_235\": \"0\", \"feature_36\": 64.2442, \"total_measure\": 68.1268, \"share_within_group\": 0.4874089165909018}, {\"feature_235\": \"0\", \"feature_36\": 64.3577, \"total_measure\": 67.99589999999999, \"share_within_group\": 0.486472400753056}, {\"feature_235\": \"0\", \"feature_36\": 64.1016, \"total_measure\": 66.9991, \"share_within_group\": 0.47934085768839113}, {\"feature_235\": \"0\", \"feature_36\": 64.0518, \"total_measure\": 66.738, \"share_within_group\": 0.47747283411878444}, {\"feature_235\": \"0\", \"feature_36\": 64.3328, \"total_measure\": 64.8606, \"share_within_group\": 0.46404109359952095}, {\"feature_235\": \"0\", \"feature_36\": 64.0502, \"total_measure\": 64.68350000000001, \"share_within_group\": 0.46277404276008266}, {\"feature_235\": \"0\", \"feature_36\": 64.0447, \"total_measure\": 64.4112, \"share_within_group\": 0.46082588949312}, {\"feature_235\": \"0\", \"feature_36\": 64.229, \"total_measure\": 64.2488, \"share_within_group\": 0.4596640088814612}, {\"feature_235\": \"0\", \"feature_36\": 64.3159, \"total_measure\": 64.2299, \"share_within_group\": 0.4595287900171733}, {\"feature_235\": \"0\", \"feature_36\": 64.2232, \"total_measure\": 64.1466, \"share_within_group\": 0.45893282539308966}, {\"feature_235\": \"0\", \"feature_36\": 63.9818, \"total_measure\": 64.06819999999999, \"share_within_group\": 0.45837191751159906}, {\"feature_235\": \"0\", \"feature_36\": 64.7132, \"total_measure\": 63.82560000000001, \"share_within_group\": 0.4566362510313748}, {\"feature_235\": \"0\", \"feature_36\": 64.0107, \"total_measure\": 63.6986, \"share_within_group\": 0.4557276374988582}, {\"feature_235\": \"0\", \"feature_36\": 64.235, \"total_measure\": 63.657999999999994, \"share_within_group\": 0.45543716734594347}, {\"feature_235\": \"0\", \"feature_36\": 64.059, \"total_measure\": 63.5432, \"share_within_group\": 0.45461583794804666}, {\"feature_235\": \"0\", \"feature_36\": 63.8744, \"total_measure\": 63.300999999999995, \"share_within_group\": 0.45288303324272783}, {\"feature_235\": \"0\", \"feature_36\": 64.4947, \"total_measure\": 63.2975, \"share_within_group\": 0.45285799271230415}, {\"feature_235\": \"0\", \"feature_36\": 64.0904, \"total_measure\": 63.0847, \"share_within_group\": 0.4513355284625442}, {\"feature_235\": \"0\", \"feature_36\": 64.7846, \"total_measure\": 62.8831, \"share_within_group\": 0.4498931939101401}, {\"feature_235\": \"0\", \"feature_36\": 63.9313, \"total_measure\": 62.8726, \"share_within_group\": 0.4498180723188691}, {\"feature_235\": \"0\", \"feature_36\": 64.2798, \"total_measure\": 62.7445, \"share_within_group\": 0.44890158890536225}, {\"feature_235\": \"0\", \"feature_36\": 64.1864, \"total_measure\": 62.682199999999995, \"share_within_group\": 0.44845586746382066}, {\"feature_235\": \"0\", \"feature_36\": 78.254, \"total_measure\": 62.59119999999999, \"share_within_group\": 0.4478048136728049}, {\"feature_235\": \"0\", \"feature_36\": 64.0553, \"total_measure\": 62.32520000000001, \"share_within_group\": 0.4459017333606052}, {\"feature_235\": \"0\", \"feature_36\": 64.1619, \"total_measure\": 62.281099999999995, \"share_within_group\": 0.44558622267726666}, {\"feature_235\": \"0\", \"feature_36\": 63.7749, \"total_measure\": 61.9591, \"share_within_group\": 0.44328249387828783}, {\"feature_235\": \"0\", \"feature_36\": 64.0557, \"total_measure\": 61.953500000000005, \"share_within_group\": 0.44324242902961}, {\"feature_235\": \"0\", \"feature_36\": 64.054, \"total_measure\": 61.7505, \"share_within_group\": 0.44179007826503636}, {\"feature_235\": \"0\", \"feature_36\": 64.0283, \"total_measure\": 61.6735, \"share_within_group\": 0.4412391865957153}, {\"feature_235\": \"0\", \"feature_36\": 64.1107, \"total_measure\": 61.595800000000004, \"share_within_group\": 0.44068328682030966}, {\"feature_235\": \"0\", \"feature_36\": 63.9947, \"total_measure\": 61.562900000000006, \"share_within_group\": 0.440447905834327}, {\"feature_235\": \"0\", \"feature_36\": 63.7758, \"total_measure\": 61.552400000000006, \"share_within_group\": 0.440372784243056}, {\"feature_235\": \"0\", \"feature_36\": 64.0127, \"total_measure\": 61.552400000000006, \"share_within_group\": 0.440372784243056}, {\"feature_235\": \"0\", \"feature_36\": 64.0886, \"total_measure\": 61.4684, \"share_within_group\": 0.4397718115128875}, {\"feature_235\": \"0\", \"feature_36\": 63.7482, \"total_measure\": 61.38720000000001, \"share_within_group\": 0.4391908712070582}, {\"feature_235\": \"0\", \"feature_36\": 64.0533, \"total_measure\": 61.289199999999994, \"share_within_group\": 0.4384897363551949}, {\"feature_235\": \"0\", \"feature_36\": 64.3732, \"total_measure\": 61.240899999999996, \"share_within_group\": 0.4381441770353481}, {\"feature_235\": \"0\", \"feature_36\": 63.9335, \"total_measure\": 61.0981, \"share_within_group\": 0.4371225233940619}, {\"feature_235\": \"0\", \"feature_36\": 63.8842, \"total_measure\": 61.0533, \"share_within_group\": 0.43680200460463875}, {\"feature_235\": \"0\", \"feature_36\": 64.6813, \"total_measure\": 60.9511, \"share_within_group\": 0.43607082111626716}, {\"feature_235\": \"0\", \"feature_36\": 64.5635, \"total_measure\": 60.6942, \"share_within_group\": 0.4342328461831689}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.64}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6d2955a077bdf89ad15e9fbe7ebab01a9317d9af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:00:18.634620+00:00", + "ended_at": "2026-05-19T16:00:51.112417+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_d2cfcd58bad3bc11", + "problem_id": "v2p_n8_9a7ba01e1a2d4e98", + "dataset_id": "n8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_235, measure_col=feature_34.", + "bindings": { + "group_col": "feature_235", + "measure_col": "feature_34", + "item_col": "feature_36", + "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": 8.8384, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d2cfcd58bad3bc11.sql", + "usage_summary": { + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_d2cfcd58bad3bc11", + "api_calls": 0, + "input_tokens": 88872, + "cached_input_tokens": 12032, + "output_tokens": 1537, + "total_tokens": 90409, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32418.35, + "sql_execution_elapsed_ms_total": 6.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32f31355bc80b32830a564f1a79af8178ca1fef8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:00:51.103091+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": 32418.35, "started_at": "2026-05-19T16:00:18.682597+00:00", "ended_at": "2026-05-19T16:00:51.100975+00:00", "prompt_metrics": {"chars": 255002, "bytes_utf8": 255002, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 891, "bytes_utf8": 891, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 88872, "cached_input_tokens": 12032, "output_tokens": 1537, "reasoning_output_tokens": 1260}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"feature_235\\\" AS \\\"feature_235\\\",\\n CAST(\\\"feature_36\\\" AS REAL) AS \\\"feature_36\\\",\\n SUM(CAST(\\\"feature_34\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"feature_34\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"feature_34\\\" AS REAL))) OVER (PARTITION BY \\\"feature_235\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n8\\\"\\nWHERE \\\"feature_235\\\" IS NOT NULL\\n AND \\\"feature_235\\\" <> ''\\n AND \\\"feature_36\\\" IS NOT NULL\\n AND \\\"feature_36\\\" <> ''\\n AND \\\"feature_34\\\" IS NOT NULL\\n AND \\\"feature_34\\\" <> ''\\nGROUP BY\\n \\\"feature_235\\\",\\n CAST(\\\"feature_36\\\" AS REAL)\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Used the bound template roles exactly as planned: group_col=feature_235, item_col=feature_36, measure_col=feature_34. Casted TEXT-stored numeric fields to REAL and excluded blank values for SQLite-safe aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c8f31a4705315118454544b6ea110860d0faadb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_d2cfcd58bad3bc11", + "api_calls": 0, + "input_tokens": 88872, + "cached_input_tokens": 12032, + "output_tokens": 1537, + "total_tokens": 90409, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32418.35, + "sql_execution_elapsed_ms_total": 6.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d2cfcd58bad3bc11/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d402c8cb9ccf4c3d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d402c8cb9ccf4c3d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7b20a77c016f6c6548c1a5bbb923d79b5421b8a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d402c8cb9ccf4c3d/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:18:56.649409+00:00", + "ended_at": "2026-05-19T16:19:04.790196+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_d402c8cb9ccf4c3d", + "problem_id": "v2p_n8_e19319f7924847d8", + "dataset_id": "n8", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=feature_515.", + "bindings": { + "group_col": "feature_515", + "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": 2.841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=121" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d402c8cb9ccf4c3d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d402c8cb9ccf4c3d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ad53f780f3e77e449675cc3e64857db93fdcc64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d402c8cb9ccf4c3d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:00.070440+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3392.12, "started_at": "2026-05-19T16:18:56.677045+00:00", "ended_at": "2026-05-19T16:19:00.069191+00:00", "prompt_metrics": {"chars": 254576, "bytes_utf8": 254576, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-811f-7363-a62d-9f9fcbdb1c66\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:19:04.790109+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3707.23, "started_at": "2026-05-19T16:19:01.081537+00:00", "ended_at": "2026-05-19T16:19:04.788822+00:00", "prompt_metrics": {"chars": 254576, "bytes_utf8": 254576, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-925a-7bb2-8c79-dd3a70c26d3d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d53432a291f48b46/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d53432a291f48b46/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2026e56ae08ef38971469475fa1c07d7238684bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d53432a291f48b46/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:20:08.013974+00:00", + "ended_at": "2026-05-19T16:20:25.792627+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_d53432a291f48b46", + "problem_id": "v2p_n8_4a52a4bf5e768b48", + "dataset_id": "n8", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=feature_530.", + "bindings": { + "group_col": "feature_530", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.8307, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=125" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d53432a291f48b46/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d53432a291f48b46/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4773fccbb080835562e9c6b414b0c8c06e413210 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d53432a291f48b46/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:17.150201+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 9106.36, "started_at": "2026-05-19T16:20:08.042516+00:00", "ended_at": "2026-05-19T16:20:17.148901+00:00", "prompt_metrics": {"chars": 254577, "bytes_utf8": 254577, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-9806-7492-a356-fde79f9e24b6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:20:25.792525+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 7635.07, "started_at": "2026-05-19T16:20:18.156165+00:00", "ended_at": "2026-05-19T16:20:25.791271+00:00", "prompt_metrics": {"chars": 254577, "bytes_utf8": 254577, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-bf96-7642-935a-620b7461e881\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4934b06d5522f71b8ae2928b86ce146865befd22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/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 within_group_proportion. Focus on group_col=feature_207, measure_col=feature_26. +Result preview: [{"feature_207": "2", "feature_28": "7.3428", "total_measure": 1.2625, "share_within_group": 100.0}, {"feature_207": "0", "feature_28": "7.4047", "total_measure": 6.5983, "share_within_group": 0.35177368939870124}, {"feature_207": "0", "feature_28": "7.2677", "total_measure": 6.5255, "share_within_group": 0.3478925193112202}, {"feature_207": "0", "feature_28": "7.2577", "total_measure": 6.4946, "share_within_group": 0.346245154535078}, {"feature_207": "0", "feature_28": "7.2575", "total_measure": 6.455299999999999, "share_within_group": 0.34414996244114937}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..52567a60c590e825dde028235830bd3aa7efcb5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/generated_sql.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_d6c7bd2ba2f3af9c +-- problem_id: v2p_n8_c87df694d8711035 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "feature_207" AS "feature_207", + "feature_28" AS "feature_28", + SUM(CAST(NULLIF("feature_26", '') AS REAL)) AS "total_measure" + FROM "n8" + WHERE NULLIF("feature_207", '') IS NOT NULL + AND NULLIF("feature_28", '') IS NOT NULL + AND NULLIF("feature_26", '') IS NOT NULL + GROUP BY "feature_207", "feature_28" +) +SELECT + "feature_207", + "feature_28", + "total_measure", + "total_measure" * 100.0 / SUM("total_measure") OVER (PARTITION BY "feature_207") AS "share_within_group" +FROM "grouped" +ORDER BY "share_within_group" DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e35dae8dfed6e2fb06ecb5ce3f17a117b3431faf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/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\nWITH \"grouped\" AS (\n SELECT\n \"feature_207\" AS \"feature_207\",\n \"feature_28\" AS \"feature_28\",\n SUM(CAST(NULLIF(\"feature_26\", '') AS REAL)) AS \"total_measure\"\n FROM \"n8\"\n WHERE NULLIF(\"feature_207\", '') IS NOT NULL\n AND NULLIF(\"feature_28\", '') IS NOT NULL\n AND NULLIF(\"feature_26\", '') IS NOT NULL\n GROUP BY \"feature_207\", \"feature_28\"\n)\nSELECT\n \"feature_207\",\n \"feature_28\",\n \"total_measure\",\n \"total_measure\" * 100.0 / SUM(\"total_measure\") OVER (PARTITION BY \"feature_207\") AS \"share_within_group\"\nFROM \"grouped\"\nORDER BY \"share_within_group\" DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"feature_207\\\" AS \\\"feature_207\\\",\\n \\\"feature_28\\\" AS \\\"feature_28\\\",\\n SUM(CAST(NULLIF(\\\"feature_26\\\", '') AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"n8\\\"\\n WHERE NULLIF(\\\"feature_207\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_28\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_26\\\", '') IS NOT NULL\\n GROUP BY \\\"feature_207\\\", \\\"feature_28\\\"\\n)\\nSELECT\\n \\\"feature_207\\\",\\n \\\"feature_28\\\",\\n \\\"total_measure\\\",\\n \\\"total_measure\\\" * 100.0 / SUM(\\\"total_measure\\\") OVER (PARTITION BY \\\"feature_207\\\") AS \\\"share_within_group\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 14;\", \"columns\": [\"feature_207\", \"feature_28\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"feature_207\": \"2\", \"feature_28\": \"7.3428\", \"total_measure\": 1.2625, \"share_within_group\": 100.0}, {\"feature_207\": \"0\", \"feature_28\": \"7.4047\", \"total_measure\": 6.5983, \"share_within_group\": 0.35177368939870124}, {\"feature_207\": \"0\", \"feature_28\": \"7.2677\", \"total_measure\": 6.5255, \"share_within_group\": 0.3478925193112202}, {\"feature_207\": \"0\", \"feature_28\": \"7.2577\", \"total_measure\": 6.4946, \"share_within_group\": 0.346245154535078}, {\"feature_207\": \"0\", \"feature_28\": \"7.2575\", \"total_measure\": 6.455299999999999, \"share_within_group\": 0.34414996244114937}, {\"feature_207\": \"0\", \"feature_28\": \"7.33\", \"total_measure\": 5.2526, \"share_within_group\": 0.28003068683382354}, {\"feature_207\": \"0\", \"feature_28\": \"7.3083\", \"total_measure\": 5.221, \"share_within_group\": 0.2783460031145324}, {\"feature_207\": \"0\", \"feature_28\": \"7.3217\", \"total_measure\": 5.1881, \"share_within_group\": 0.2765920127865362}, {\"feature_207\": \"0\", \"feature_28\": \"7.3545\", \"total_measure\": 5.1761, \"share_within_group\": 0.27595225947541296}, {\"feature_207\": \"0\", \"feature_28\": \"7.3075\", \"total_measure\": 5.1708, \"share_within_group\": 0.27566970176300015}, {\"feature_207\": \"0\", \"feature_28\": \"7.284\", \"total_measure\": 5.1684, \"share_within_group\": 0.27554175110077556}, {\"feature_207\": \"0\", \"feature_28\": \"7.2882\", \"total_measure\": 5.1645, \"share_within_group\": 0.27533383127466055}, {\"feature_207\": \"0\", \"feature_28\": \"7.3565\", \"total_measure\": 5.1599, \"share_within_group\": 0.2750885925053966}, {\"feature_207\": \"0\", \"feature_28\": \"7.2175\", \"total_measure\": 5.1587, \"share_within_group\": 0.2750246171742843}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.14}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1fad667602e1930589fd8819849a290ac05cfd22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:52:49.562135+00:00", + "ended_at": "2026-05-19T15:53:15.620287+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_d6c7bd2ba2f3af9c", + "problem_id": "v2p_n8_c87df694d8711035", + "dataset_id": "n8", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_207, measure_col=feature_26.", + "bindings": { + "group_col": "feature_207", + "measure_col": "feature_26", + "item_col": "feature_28", + "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": 1.2997, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d6c7bd2ba2f3af9c.sql", + "usage_summary": { + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_d6c7bd2ba2f3af9c", + "api_calls": 0, + "input_tokens": 88872, + "cached_input_tokens": 0, + "output_tokens": 1067, + "total_tokens": 89939, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25999.33, + "sql_execution_elapsed_ms_total": 18.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5f4ca0698642f24d6a431052f3c6009b3f28272 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:53:15.596370+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": 25999.33, "started_at": "2026-05-19T15:52:49.595168+00:00", "ended_at": "2026-05-19T15:53:15.594530+00:00", "prompt_metrics": {"chars": 255002, "bytes_utf8": 255002, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 981, "bytes_utf8": 981, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 88872, "cached_input_tokens": 0, "output_tokens": 1067, "reasoning_output_tokens": 783}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"feature_207\\\" AS \\\"feature_207\\\",\\n \\\"feature_28\\\" AS \\\"feature_28\\\",\\n SUM(CAST(NULLIF(\\\"feature_26\\\", '') AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"n8\\\"\\n WHERE NULLIF(\\\"feature_207\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_28\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_26\\\", '') IS NOT NULL\\n GROUP BY \\\"feature_207\\\", \\\"feature_28\\\"\\n)\\nSELECT\\n \\\"feature_207\\\",\\n \\\"feature_28\\\",\\n \\\"total_measure\\\",\\n \\\"total_measure\\\" * 100.0 / SUM(\\\"total_measure\\\") OVER (PARTITION BY \\\"feature_207\\\") AS \\\"share_within_group\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 14;\",\"notes\":\"Applied the planned Within-Group Share of Total template with group_col=\\\"feature_207\\\", item_col=\\\"feature_28\\\", and measure_col=\\\"feature_26\\\". Because the schema stores fields as TEXT, the query casts \\\"feature_26\\\" to REAL and excludes blank values before aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7bcfcad494df1e97bcd46c02e8ca26d7a25f861c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_d6c7bd2ba2f3af9c", + "api_calls": 0, + "input_tokens": 88872, + "cached_input_tokens": 0, + "output_tokens": 1067, + "total_tokens": 89939, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25999.33, + "sql_execution_elapsed_ms_total": 18.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d6c7bd2ba2f3af9c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d89ed6d76ce88ee3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d89ed6d76ce88ee3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9c3cefc789235b1797e90568f1f20f4b41ba312 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d89ed6d76ce88ee3/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 1558, "support_share": 0.994256541161455, "cumulative_support": 1558}, {"value_label": "", "support": 9, "support_share": 0.00574345883854499, "cumulative_support": 1567}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d89ed6d76ce88ee3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d89ed6d76ce88ee3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5f6934a04513d5ce88fe697f081758ac0a0c122 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d89ed6d76ce88ee3/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_d89ed6d76ce88ee3 +-- problem_id: v2p_n8_1b2d492b0e273abf +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_402" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_402" +), 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_a/n8/artifacts/v2q_n8_d89ed6d76ce88ee3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d89ed6d76ce88ee3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8ebc7bc85f534dbb03f5d1f3d9a46db802fd0cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d89ed6d76ce88ee3/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n8_d89ed6d76ce88ee3\n-- problem_id: v2p_n8_1b2d492b0e273abf\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"feature_402\" AS value_label, COUNT(*) AS support\n FROM \"n8\"\n GROUP BY \"feature_402\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n8_d89ed6d76ce88ee3\\n-- problem_id: v2p_n8_1b2d492b0e273abf\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"feature_402\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n8\\\"\\n GROUP BY \\\"feature_402\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 1558, \"support_share\": 0.994256541161455, \"cumulative_support\": 1558}, {\"value_label\": \"\", \"support\": 9, \"support_share\": 0.00574345883854499, \"cumulative_support\": 1567}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.26}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d89ed6d76ce88ee3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d89ed6d76ce88ee3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf1c1c522b2b9dbdfa535b9ade507beb28be30f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d89ed6d76ce88ee3/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.531123+00:00", + "ended_at": "2026-05-19T16:24:22.536215+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_d89ed6d76ce88ee3", + "problem_id": "v2p_n8_1b2d492b0e273abf", + "dataset_id": "n8", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=feature_402.", + "bindings": { + "group_col": "feature_402" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d89ed6d76ce88ee3.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d89ed6d76ce88ee3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d89ed6d76ce88ee3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_d89ed6d76ce88ee3/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_dc2c500aa28b709e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_dc2c500aa28b709e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ee8ee2ad9fddb776958557888089ba36c3dccd13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_dc2c500aa28b709e/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:18:45.295811+00:00", + "ended_at": "2026-05-19T16:18:56.648814+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_dc2c500aa28b709e", + "problem_id": "v2p_n8_7b53b8dad2c77559", + "dataset_id": "n8", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_515.", + "bindings": { + "group_col": "feature_515", + "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": 2.841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=121" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_dc2c500aa28b709e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_dc2c500aa28b709e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..474609e2f5e65abce7802fde8bf938474e3733af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_dc2c500aa28b709e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:48.650876+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3325.06, "started_at": "2026-05-19T16:18:45.324402+00:00", "ended_at": "2026-05-19T16:18:48.649494+00:00", "prompt_metrics": {"chars": 254574, "bytes_utf8": 254574, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-54ea-7fd3-946f-71821e99f1c7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:56.648721+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6985.7, "started_at": "2026-05-19T16:18:49.661673+00:00", "ended_at": "2026-05-19T16:18:56.647419+00:00", "prompt_metrics": {"chars": 254574, "bytes_utf8": 254574, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-65b0-7b82-b708-fc738512af7b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_de53acfd02ef3dd8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_de53acfd02ef3dd8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bc005067eb5d644738cc42b076cbecd83aec7c33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_de53acfd02ef3dd8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:11:53.575188+00:00", + "ended_at": "2026-05-19T16:12:01.267380+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_de53acfd02ef3dd8", + "problem_id": "v2p_n8_d96f6c08cb50cb9b", + "dataset_id": "n8", + "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=feature_396, measure_col=feature_90.", + "bindings": { + "group_col": "feature_396", + "measure_col": "feature_90", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.185008, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_de53acfd02ef3dd8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_de53acfd02ef3dd8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..221735d5b6550ea14eda4822f0d140de7c56d10d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_de53acfd02ef3dd8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:56.957057+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3352.84, "started_at": "2026-05-19T16:11:53.602958+00:00", "ended_at": "2026-05-19T16:11:56.955825+00:00", "prompt_metrics": {"chars": 254773, "bytes_utf8": 254773, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-0c95-7c32-95f5-9ed73e76349e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:01.267286+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3303.62, "started_at": "2026-05-19T16:11:57.962307+00:00", "ended_at": "2026-05-19T16:12:01.265966+00:00", "prompt_metrics": {"chars": 254773, "bytes_utf8": 254773, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-1da0-78b2-b018-e8cdac6ce63c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e3f98d44871b76a2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e3f98d44871b76a2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..78308b1e909221f8ec386766d6a03055e1d64b2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e3f98d44871b76a2/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "100", "support": 1553, "support_share": 0.9910657306955967, "support_rank": 1}, {"value_label": "", "support": 14, "support_share": 0.008934269304403318, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e3f98d44871b76a2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e3f98d44871b76a2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..015a4bc646829ad298c630f3acfac81130eee639 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e3f98d44871b76a2/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_e3f98d44871b76a2 +-- problem_id: v2p_n8_1b0177dcb5499594 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_6" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_6" +) +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_a/n8/artifacts/v2q_n8_e3f98d44871b76a2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e3f98d44871b76a2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e20082b06f479a93efbdb7571a401b65f8bcd666 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e3f98d44871b76a2/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n8_e3f98d44871b76a2\n-- problem_id: v2p_n8_1b0177dcb5499594\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"feature_6\" AS value_label, COUNT(*) AS support\n FROM \"n8\"\n GROUP BY \"feature_6\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n8_e3f98d44871b76a2\\n-- problem_id: v2p_n8_1b0177dcb5499594\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"feature_6\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n8\\\"\\n GROUP BY \\\"feature_6\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"100\", \"support\": 1553, \"support_share\": 0.9910657306955967, \"support_rank\": 1}, {\"value_label\": \"\", \"support\": 14, \"support_share\": 0.008934269304403318, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.4}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e3f98d44871b76a2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e3f98d44871b76a2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..447743581e71a8c6142212fa4e7616d720d74203 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e3f98d44871b76a2/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.554669+00:00", + "ended_at": "2026-05-19T16:24:22.558921+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_e3f98d44871b76a2", + "problem_id": "v2p_n8_1b0177dcb5499594", + "dataset_id": "n8", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=feature_6.", + "bindings": { + "group_col": "feature_6" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_e3f98d44871b76a2.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e3f98d44871b76a2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e3f98d44871b76a2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e3f98d44871b76a2/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e5084a072240dae5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e5084a072240dae5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f3f3aa408153355b6614b5f04979d028b5cad71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e5084a072240dae5/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:54:30.497469+00:00", + "ended_at": "2026-05-19T15:54:39.048600+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_e5084a072240dae5", + "problem_id": "v2p_n8_cfa1c62a003b8b6d", + "dataset_id": "n8", + "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=feature_227, measure_col=feature_28.", + "bindings": { + "group_col": "feature_227", + "measure_col": "feature_28", + "item_col": "feature_30", + "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": 7.205252, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e5084a072240dae5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e5084a072240dae5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c67038448c5f671e0d241774df53e0419fc8cfe5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e5084a072240dae5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:54:34.110461+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3575.28, "started_at": "2026-05-19T15:54:30.532220+00:00", "ended_at": "2026-05-19T15:54:34.107533+00:00", "prompt_metrics": {"chars": 255001, "bytes_utf8": 255001, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f2-220b-7d32-9bb6-c98ad8c41567\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:54:39.048147+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3925.22, "started_at": "2026-05-19T15:54:35.121445+00:00", "ended_at": "2026-05-19T15:54:39.046714+00:00", "prompt_metrics": {"chars": 255001, "bytes_utf8": 255001, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f2-3404-7621-9a9a-63eaba412260\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e611c9fb2688e439/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e611c9fb2688e439/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..72a92a139d56561b464419396870b8602824a539 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e611c9fb2688e439/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:19:45.297588+00:00", + "ended_at": "2026-05-19T16:19:55.462667+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_e611c9fb2688e439", + "problem_id": "v2p_n8_d386a7c3a10d213e", + "dataset_id": "n8", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_529.", + "bindings": { + "group_col": "feature_529", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0473, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e611c9fb2688e439/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e611c9fb2688e439/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3447b06f16ea022329036f863977a721100d9fe9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e611c9fb2688e439/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:51.150154+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5822.08, "started_at": "2026-05-19T16:19:45.326667+00:00", "ended_at": "2026-05-19T16:19:51.148778+00:00", "prompt_metrics": {"chars": 254577, "bytes_utf8": 254577, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-3f25-7423-9210-31fceda5f368\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:19:55.462572+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3300.41, "started_at": "2026-05-19T16:19:52.160780+00:00", "ended_at": "2026-05-19T16:19:55.461239+00:00", "prompt_metrics": {"chars": 254577, "bytes_utf8": 254577, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-59e5-74c3-9e9b-34f3aeb55317\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e62132bd334da592/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e62132bd334da592/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..19a9d399ba5d57502913ac8ebe7accb547ec9697 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e62132bd334da592/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:22:09.849521+00:00", + "ended_at": "2026-05-19T16:22:18.722735+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_e62132bd334da592", + "problem_id": "v2p_n8_166ed4717d89238b", + "dataset_id": "n8", + "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=feature_539, measure_col=feature_140.", + "bindings": { + "group_col": "feature_539", + "measure_col": "feature_140", + "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": 425.440564, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e62132bd334da592/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e62132bd334da592/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86a0d651048a293c2e1c098f89509a1d6ac69615 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e62132bd334da592/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:14.015588+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4129.35, "started_at": "2026-05-19T16:22:09.884282+00:00", "ended_at": "2026-05-19T16:22:14.013675+00:00", "prompt_metrics": {"chars": 254681, "bytes_utf8": 254681, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-7449-7232-ae37-249c8df5cc7c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:22:18.722619+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3693.34, "started_at": "2026-05-19T16:22:15.027460+00:00", "ended_at": "2026-05-19T16:22:18.720869+00:00", "prompt_metrics": {"chars": 254681, "bytes_utf8": 254681, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-8873-7ca1-83c8-ff4f13b52300\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e8f6cddfe2b22911/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e8f6cddfe2b22911/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9c3cefc789235b1797e90568f1f20f4b41ba312 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e8f6cddfe2b22911/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 1558, "support_share": 0.994256541161455, "cumulative_support": 1558}, {"value_label": "", "support": 9, "support_share": 0.00574345883854499, "cumulative_support": 1567}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e8f6cddfe2b22911/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e8f6cddfe2b22911/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c6044e2450ddc8b1ad083eb2c09bbc4e857284a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e8f6cddfe2b22911/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_e8f6cddfe2b22911 +-- problem_id: v2p_n8_17e7ac7a65361171 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_261" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_261" +), 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_a/n8/artifacts/v2q_n8_e8f6cddfe2b22911/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e8f6cddfe2b22911/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d0defa58fc86716ff6c79bf18a717b610aea65e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e8f6cddfe2b22911/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n8_e8f6cddfe2b22911\n-- problem_id: v2p_n8_17e7ac7a65361171\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"feature_261\" AS value_label, COUNT(*) AS support\n FROM \"n8\"\n GROUP BY \"feature_261\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n8_e8f6cddfe2b22911\\n-- problem_id: v2p_n8_17e7ac7a65361171\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"feature_261\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n8\\\"\\n GROUP BY \\\"feature_261\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 1558, \"support_share\": 0.994256541161455, \"cumulative_support\": 1558}, {\"value_label\": \"\", \"support\": 9, \"support_share\": 0.00574345883854499, \"cumulative_support\": 1567}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.95}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e8f6cddfe2b22911/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e8f6cddfe2b22911/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d012df94e24bb44602fddb0f7af009c571681a44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e8f6cddfe2b22911/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.508733+00:00", + "ended_at": "2026-05-19T16:24:22.513647+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_e8f6cddfe2b22911", + "problem_id": "v2p_n8_17e7ac7a65361171", + "dataset_id": "n8", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=feature_261.", + "bindings": { + "group_col": "feature_261" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_e8f6cddfe2b22911.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e8f6cddfe2b22911/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e8f6cddfe2b22911/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_e8f6cddfe2b22911/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ea1a674cf6baf12c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ea1a674cf6baf12c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..691156fd28d95cf655e29dc62088ade042aadaa2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ea1a674cf6baf12c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"feature_10": "-0.0088", "support": 10, "avg_response": 1402.30102}, {"feature_10": "-0.0108", "support": 10, "avg_response": 1246.10583}, {"feature_10": "-0.0077", "support": 9, "avg_response": 1825.7376333333332}, {"feature_10": "0.0013", "support": 9, "avg_response": 1545.3705}, {"feature_10": "-0.0005", "support": 8, "avg_response": 1421.2713875}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ea1a674cf6baf12c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ea1a674cf6baf12c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0afb4f03d47bdb475568b42887b35407a896bc87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ea1a674cf6baf12c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_ea1a674cf6baf12c +-- problem_id: v2p_n8_76050b937971db52 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_10", + COUNT(*) AS support, + AVG("feature_4") AS avg_response +FROM "n8" +GROUP BY "feature_10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ea1a674cf6baf12c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ea1a674cf6baf12c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c1bc66846a6b32f3d67c316a224c27d6bb38f86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ea1a674cf6baf12c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n8_ea1a674cf6baf12c\n-- problem_id: v2p_n8_76050b937971db52\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"feature_10\",\n COUNT(*) AS support,\n AVG(\"feature_4\") AS avg_response\nFROM \"n8\"\nGROUP BY \"feature_10\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n8_ea1a674cf6baf12c\\n-- problem_id: v2p_n8_76050b937971db52\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"feature_10\\\",\\n COUNT(*) AS support,\\n AVG(\\\"feature_4\\\") AS avg_response\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_10\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"feature_10\", \"support\", \"avg_response\"], \"rows\": [{\"feature_10\": \"-0.0088\", \"support\": 10, \"avg_response\": 1402.30102}, {\"feature_10\": \"-0.0108\", \"support\": 10, \"avg_response\": 1246.10583}, {\"feature_10\": \"-0.0077\", \"support\": 9, \"avg_response\": 1825.7376333333332}, {\"feature_10\": \"0.0013\", \"support\": 9, \"avg_response\": 1545.3705}, {\"feature_10\": \"-0.0005\", \"support\": 8, \"avg_response\": 1421.2713875}, {\"feature_10\": \"-0.0018\", \"support\": 8, \"avg_response\": 1297.2570625}, {\"feature_10\": \"-0.0061\", \"support\": 8, \"avg_response\": 1107.3722875}, {\"feature_10\": \"-0.0027\", \"support\": 8, \"avg_response\": 1104.4090625}, {\"feature_10\": \"0.0023\", \"support\": 7, \"avg_response\": 1742.485757142857}, {\"feature_10\": \"0.0046\", \"support\": 7, \"avg_response\": 1699.6016285714286}, {\"feature_10\": \"-0.0013\", \"support\": 7, \"avg_response\": 1673.4540857142856}, {\"feature_10\": \"-0.0089\", \"support\": 7, \"avg_response\": 1661.035057142857}, {\"feature_10\": \"0.002\", \"support\": 7, \"avg_response\": 1531.0350857142857}, {\"feature_10\": \"0.0095\", \"support\": 7, \"avg_response\": 1525.5649857142857}, {\"feature_10\": \"-0.0125\", \"support\": 7, \"avg_response\": 1479.0876428571428}, {\"feature_10\": \"0.0006\", \"support\": 7, \"avg_response\": 1467.5509142857143}, {\"feature_10\": \"0.0069\", \"support\": 7, \"avg_response\": 1459.7774857142856}, {\"feature_10\": \"0.0086\", \"support\": 7, \"avg_response\": 1445.5585285714285}, {\"feature_10\": \"-0.0163\", \"support\": 7, \"avg_response\": 1410.2146142857143}, {\"feature_10\": \"-0.0034\", \"support\": 7, \"avg_response\": 1399.7475857142856}, {\"feature_10\": \"0.0035\", \"support\": 7, \"avg_response\": 1393.981157142857}, {\"feature_10\": \"0.0024\", \"support\": 7, \"avg_response\": 1393.3898428571429}, {\"feature_10\": \"-0.0041\", \"support\": 7, \"avg_response\": 1362.1526428571428}, {\"feature_10\": \"0.0005\", \"support\": 7, \"avg_response\": 1339.5883857142856}, {\"feature_10\": \"-0.0025\", \"support\": 7, \"avg_response\": 1224.4994285714286}, {\"feature_10\": \"0.0076\", \"support\": 6, \"avg_response\": 1661.7018666666665}, {\"feature_10\": \"-0.0068\", \"support\": 6, \"avg_response\": 1628.3798833333333}, {\"feature_10\": \"-0.0053\", \"support\": 6, \"avg_response\": 1616.53425}, {\"feature_10\": \"-0.0045\", \"support\": 6, \"avg_response\": 1609.60235}, {\"feature_10\": \"0.0002\", \"support\": 6, \"avg_response\": 1581.4470833333332}, {\"feature_10\": \"-0.0019\", \"support\": 6, \"avg_response\": 1567.4813166666665}, {\"feature_10\": \"-0.011\", \"support\": 6, \"avg_response\": 1499.4406833333333}, {\"feature_10\": \"0.0031\", \"support\": 6, \"avg_response\": 1499.2535666666665}, {\"feature_10\": \"-0.0097\", \"support\": 6, \"avg_response\": 1476.7724166666667}, {\"feature_10\": \"-0.0074\", \"support\": 6, \"avg_response\": 1475.0232166666667}, {\"feature_10\": \"0.0018\", \"support\": 6, \"avg_response\": 1456.0517666666667}, {\"feature_10\": \"0.0093\", \"support\": 6, \"avg_response\": 1417.4364833333332}, {\"feature_10\": \"-0.0106\", \"support\": 6, \"avg_response\": 1410.9819166666666}, {\"feature_10\": \"-0.0073\", \"support\": 6, \"avg_response\": 1402.49385}, {\"feature_10\": \"-0.0037\", \"support\": 6, \"avg_response\": 1394.9272333333336}, {\"feature_10\": \"-0.0085\", \"support\": 6, \"avg_response\": 1388.6010666666668}, {\"feature_10\": \"-0.0091\", \"support\": 6, \"avg_response\": 1384.1988166666667}, {\"feature_10\": \"-0.0072\", \"support\": 6, \"avg_response\": 1370.4975333333332}, {\"feature_10\": \"-0.0016\", \"support\": 6, \"avg_response\": 1323.6535833333335}, {\"feature_10\": \"0.0049\", \"support\": 6, \"avg_response\": 1317.87375}, {\"feature_10\": \"0.0042\", \"support\": 6, \"avg_response\": 1317.32115}, {\"feature_10\": \"0.0014\", \"support\": 6, \"avg_response\": 1281.9074833333332}, {\"feature_10\": \"0.0007\", \"support\": 6, \"avg_response\": 1257.5997}, {\"feature_10\": \"-0.0006\", \"support\": 6, \"avg_response\": 1212.76485}, {\"feature_10\": \"0.0022\", \"support\": 6, \"avg_response\": 1170.4266833333334}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.08}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ea1a674cf6baf12c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ea1a674cf6baf12c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..19bc060e17bd6bc07b41aa99af6744a98eaf8180 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ea1a674cf6baf12c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.651841+00:00", + "ended_at": "2026-05-19T16:24:22.656938+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_ea1a674cf6baf12c", + "problem_id": "v2p_n8_76050b937971db52", + "dataset_id": "n8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=feature_4, key_col=feature_10.", + "bindings": { + "key_col": "feature_10", + "measure_col": "feature_4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ea1a674cf6baf12c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ea1a674cf6baf12c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ea1a674cf6baf12c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ea1a674cf6baf12c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_eb41abbe0b97870b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_eb41abbe0b97870b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4fc7519f4c96b60b5a9b18c265b7eace7a5cab3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_eb41abbe0b97870b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 1545, "support_share": 0.9859604339502234, "support_rank": 1}, {"value_label": "0.0001", "support": 2, "support_share": 0.0012763241863433313, "support_rank": 2}, {"value_label": "0.0007", "support": 2, "support_share": 0.0012763241863433313, "support_rank": 3}, {"value_label": "0.0051", "support": 2, "support_share": 0.0012763241863433313, "support_rank": 4}, {"value_label": "0.0003", "support": 1, "support_share": 0.0006381620931716656, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_eb41abbe0b97870b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_eb41abbe0b97870b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6343f8b82606dad09682490efc08c6ec41928c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_eb41abbe0b97870b/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_eb41abbe0b97870b +-- problem_id: v2p_n8_8250bc52d88d8f7a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_115" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_115" +) +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_a/n8/artifacts/v2q_n8_eb41abbe0b97870b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_eb41abbe0b97870b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fbf4d35cd2760641b896b9e3d413477fe6c0cd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_eb41abbe0b97870b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n8_eb41abbe0b97870b\n-- problem_id: v2p_n8_8250bc52d88d8f7a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"feature_115\" AS value_label, COUNT(*) AS support\n FROM \"n8\"\n GROUP BY \"feature_115\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n8_eb41abbe0b97870b\\n-- problem_id: v2p_n8_8250bc52d88d8f7a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"feature_115\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n8\\\"\\n GROUP BY \\\"feature_115\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0\", \"support\": 1545, \"support_share\": 0.9859604339502234, \"support_rank\": 1}, {\"value_label\": \"0.0001\", \"support\": 2, \"support_share\": 0.0012763241863433313, \"support_rank\": 2}, {\"value_label\": \"0.0007\", \"support\": 2, \"support_share\": 0.0012763241863433313, \"support_rank\": 3}, {\"value_label\": \"0.0051\", \"support\": 2, \"support_share\": 0.0012763241863433313, \"support_rank\": 4}, {\"value_label\": \"0.0003\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"support_rank\": 5}, {\"value_label\": \"0.0013\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"support_rank\": 6}, {\"value_label\": \"0.0016\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"support_rank\": 7}, {\"value_label\": \"0.0018\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"support_rank\": 8}, {\"value_label\": \"0.0019\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"support_rank\": 9}, {\"value_label\": \"0.002\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"support_rank\": 10}, {\"value_label\": \"0.0021\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"support_rank\": 11}, {\"value_label\": \"0.0044\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"support_rank\": 12}, {\"value_label\": \"0.0058\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"support_rank\": 13}, {\"value_label\": \"0.0129\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"support_rank\": 14}, {\"value_label\": \"0.0149\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"support_rank\": 15}, {\"value_label\": \"0.0157\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"support_rank\": 16}, {\"value_label\": \"0.0197\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"support_rank\": 17}, {\"value_label\": \"0.0228\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"support_rank\": 18}, {\"value_label\": \"0.0316\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"support_rank\": 19}, {\"value_label\": \"0.0414\", \"support\": 1, \"support_share\": 0.0006381620931716656, \"support_rank\": 20}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.68}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_eb41abbe0b97870b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_eb41abbe0b97870b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7e22cb53b0488d7413d94f312cc19202bdc32a54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_eb41abbe0b97870b/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.559416+00:00", + "ended_at": "2026-05-19T16:24:22.564035+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_eb41abbe0b97870b", + "problem_id": "v2p_n8_8250bc52d88d8f7a", + "dataset_id": "n8", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=feature_115.", + "bindings": { + "group_col": "feature_115" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_eb41abbe0b97870b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_eb41abbe0b97870b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_eb41abbe0b97870b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_eb41abbe0b97870b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ee22163b53fe6ded/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ee22163b53fe6ded/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e7aa812c2638adfef06caf85f9c4517bbbc1597f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ee22163b53fe6ded/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:18:10.962243+00:00", + "ended_at": "2026-05-19T16:18:19.020314+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_ee22163b53fe6ded", + "problem_id": "v2p_n8_0ec30596bf8baa6b", + "dataset_id": "n8", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_121.", + "bindings": { + "measure_col": "feature_121", + "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": 6.3216, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=115" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ee22163b53fe6ded/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ee22163b53fe6ded/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e759f3c0c81de284c9e657919027d2a660ce3e71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ee22163b53fe6ded/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:14.658233+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3652.68, "started_at": "2026-05-19T16:18:11.003673+00:00", "ended_at": "2026-05-19T16:18:14.656417+00:00", "prompt_metrics": {"chars": 254522, "bytes_utf8": 254522, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-cf38-73d1-9809-accfb1fa4287\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:19.020221+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3348.83, "started_at": "2026-05-19T16:18:15.670045+00:00", "ended_at": "2026-05-19T16:18:19.018935+00:00", "prompt_metrics": {"chars": 254522, "bytes_utf8": 254522, "lines": 7210, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-e13a-7d52-ab19-eff6e4e2d38a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..077cb2ee65b805085ecb22f97918d77f7b40b8c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/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=feature_232, measure_col=feature_31. +Result preview: [{"feature_232": "0", "feature_33": "85.8965", "total_measure": 1.7825, "share_within_group": 0.6214868126251254}, {"feature_232": "0", "feature_33": "84.9334", "total_measure": 1.5795, "share_within_group": 0.5507087913275655}, {"feature_232": "0", "feature_33": "84.8178", "total_measure": 1.5548, "share_within_group": 0.54209688430269}, {"feature_232": "0", "feature_33": "83.8746", "total_measure": 1.5544, "share_within_group": 0.5419574202213155}, {"feature_232": "0", "feature_33": "84.9715", "total_measure": 1.5499, "share_within_group": 0.5403884493058524}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..da072f233b67b12f8c576377f83743f715254d18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/generated_sql.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_f0c6304b5e1feb79 +-- problem_id: v2p_n8_64bc0357fbb7462f +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "feature_232", + "feature_33", + SUM(CAST(NULLIF("feature_31", '') AS REAL)) AS "total_measure" + FROM "n8" + WHERE NULLIF("feature_232", '') IS NOT NULL + AND NULLIF("feature_33", '') IS NOT NULL + AND NULLIF("feature_31", '') IS NOT NULL + GROUP BY "feature_232", "feature_33" +) +SELECT + "feature_232", + "feature_33", + "total_measure", + "total_measure" * 100.0 / SUM("total_measure") OVER (PARTITION BY "feature_232") AS "share_within_group" +FROM "grouped" +ORDER BY "share_within_group" DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..284425c85bed7626f033e7bccb62d7c27b6b2036 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/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_tpcds_within_group_share\nWITH \"grouped\" AS (\n SELECT\n \"feature_232\",\n \"feature_33\",\n SUM(CAST(NULLIF(\"feature_31\", '') AS REAL)) AS \"total_measure\"\n FROM \"n8\"\n WHERE NULLIF(\"feature_232\", '') IS NOT NULL\n AND NULLIF(\"feature_33\", '') IS NOT NULL\n AND NULLIF(\"feature_31\", '') IS NOT NULL\n GROUP BY \"feature_232\", \"feature_33\"\n)\nSELECT\n \"feature_232\",\n \"feature_33\",\n \"total_measure\",\n \"total_measure\" * 100.0 / SUM(\"total_measure\") OVER (PARTITION BY \"feature_232\") AS \"share_within_group\"\nFROM \"grouped\"\nORDER BY \"share_within_group\" DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"feature_232\\\",\\n \\\"feature_33\\\",\\n SUM(CAST(NULLIF(\\\"feature_31\\\", '') AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"n8\\\"\\n WHERE NULLIF(\\\"feature_232\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_33\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_31\\\", '') IS NOT NULL\\n GROUP BY \\\"feature_232\\\", \\\"feature_33\\\"\\n)\\nSELECT\\n \\\"feature_232\\\",\\n \\\"feature_33\\\",\\n \\\"total_measure\\\",\\n \\\"total_measure\\\" * 100.0 / SUM(\\\"total_measure\\\") OVER (PARTITION BY \\\"feature_232\\\") AS \\\"share_within_group\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 14;\", \"columns\": [\"feature_232\", \"feature_33\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"feature_232\": \"0\", \"feature_33\": \"85.8965\", \"total_measure\": 1.7825, \"share_within_group\": 0.6214868126251254}, {\"feature_232\": \"0\", \"feature_33\": \"84.9334\", \"total_measure\": 1.5795, \"share_within_group\": 0.5507087913275655}, {\"feature_232\": \"0\", \"feature_33\": \"84.8178\", \"total_measure\": 1.5548, \"share_within_group\": 0.54209688430269}, {\"feature_232\": \"0\", \"feature_33\": \"83.8746\", \"total_measure\": 1.5544, \"share_within_group\": 0.5419574202213155}, {\"feature_232\": \"0\", \"feature_33\": \"84.9715\", \"total_measure\": 1.5499, \"share_within_group\": 0.5403884493058524}, {\"feature_232\": \"0\", \"feature_33\": \"84.5407\", \"total_measure\": 1.5375999999999999, \"share_within_group\": 0.5360999288035864}, {\"feature_232\": \"0\", \"feature_33\": \"85.1197\", \"total_measure\": 1.5308, \"share_within_group\": 0.5337290394202199}, {\"feature_232\": \"0\", \"feature_33\": \"86.0209\", \"total_measure\": 1.526, \"share_within_group\": 0.5320554704437258}, {\"feature_232\": \"0\", \"feature_33\": \"85.2505\", \"total_measure\": 1.4979, \"share_within_group\": 0.5222581187271671}, {\"feature_232\": \"0\", \"feature_33\": \"85.7375\", \"total_measure\": 1.4973, \"share_within_group\": 0.5220489226051054}, {\"feature_232\": \"0\", \"feature_33\": \"86.1197\", \"total_measure\": 1.4935, \"share_within_group\": 0.5207240138320476}, {\"feature_232\": \"0\", \"feature_33\": \"85.822\", \"total_measure\": 1.4879, \"share_within_group\": 0.5187715166928045}, {\"feature_232\": \"0\", \"feature_33\": \"86.1383\", \"total_measure\": 1.4828000000000001, \"share_within_group\": 0.5169933496552797}, {\"feature_232\": \"0\", \"feature_33\": \"86.3794\", \"total_measure\": 1.4813, \"share_within_group\": 0.5164703593501252}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.6}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b4655a178de9f7370ba38118a73d9f092656ca1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:56:30.256585+00:00", + "ended_at": "2026-05-19T15:57:04.102589+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_f0c6304b5e1feb79", + "problem_id": "v2p_n8_64bc0357fbb7462f", + "dataset_id": "n8", + "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=feature_232, measure_col=feature_31.", + "bindings": { + "group_col": "feature_232", + "measure_col": "feature_31", + "item_col": "feature_33", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.1951, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f0c6304b5e1feb79.sql", + "usage_summary": { + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_f0c6304b5e1feb79", + "api_calls": 0, + "input_tokens": 88871, + "cached_input_tokens": 0, + "output_tokens": 1481, + "total_tokens": 90352, + "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": 32794.76, + "sql_execution_elapsed_ms_total": 6.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71f2ff1a0313e905a45a47ad81b84ebdd69a6eca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:56:33.828343+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3540.92, "started_at": "2026-05-19T15:56:30.286157+00:00", "ended_at": "2026-05-19T15:56:33.827104+00:00", "prompt_metrics": {"chars": 254997, "bytes_utf8": 254997, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f3-f5e9-7050-903b-4dbec004347a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:57:04.094200+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": 29253.84, "started_at": "2026-05-19T15:56:34.839013+00:00", "ended_at": "2026-05-19T15:57:04.092898+00:00", "prompt_metrics": {"chars": 254997, "bytes_utf8": 254997, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 949, "bytes_utf8": 949, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 88871, "cached_input_tokens": 0, "output_tokens": 1481, "reasoning_output_tokens": 1205}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"feature_232\\\",\\n \\\"feature_33\\\",\\n SUM(CAST(NULLIF(\\\"feature_31\\\", '') AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"n8\\\"\\n WHERE NULLIF(\\\"feature_232\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_33\\\", '') IS NOT NULL\\n AND NULLIF(\\\"feature_31\\\", '') IS NOT NULL\\n GROUP BY \\\"feature_232\\\", \\\"feature_33\\\"\\n)\\nSELECT\\n \\\"feature_232\\\",\\n \\\"feature_33\\\",\\n \\\"total_measure\\\",\\n \\\"total_measure\\\" * 100.0 / SUM(\\\"total_measure\\\") OVER (PARTITION BY \\\"feature_232\\\") AS \\\"share_within_group\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=feature_232, item_col=feature_33, and measure_col=feature_31. Used NULLIF+CAST because the schema stores these fields as TEXT and includes empty-string missing values; added LIMIT 14 from the bound top_k.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e59bcd02bfc3f21ed271c015ae88bb289bf0af19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_f0c6304b5e1feb79", + "api_calls": 0, + "input_tokens": 88871, + "cached_input_tokens": 0, + "output_tokens": 1481, + "total_tokens": 90352, + "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": 32794.76, + "sql_execution_elapsed_ms_total": 6.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f0c6304b5e1feb79/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8b643548e9fcd21a96f482e94506b0f3f575386 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/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=feature_210, measure_col=feature_27. +Result preview: [{"feature_210": "46.15", "feature_29": "72.7111", "total_measure": 1.994, "share_within_group": 100.0}, {"feature_210": "", "feature_29": "69.5222", "total_measure": 2.0232, "share_within_group": 17.20934980095948}, {"feature_210": "", "feature_29": "69.5333", "total_measure": 2.013, "share_within_group": 17.122588547514546}, {"feature_210": "", "feature_29": "72.6", "total_measure": 1.9998, "share_within_group": 17.010309278350515}, {"feature_210": "", "feature_29": "76.2444", "total_measure": 1.9523, "share_within_group": 16.606274029464803}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..67d1907a57e9c92cc281898caff00446cd56305b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_f1b46b43ba79b17a +-- problem_id: v2p_n8_ac1aa873464ed95b +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_210", "feature_29", + SUM(CAST(NULLIF("feature_27", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("feature_27", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF("feature_27", '') AS REAL))) OVER (PARTITION BY "feature_210") AS share_within_group +FROM "n8" +WHERE NULLIF("feature_27", '') IS NOT NULL +GROUP BY "feature_210", "feature_29" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a500c45a6ed05cd2ecbbdc619028335baa34ebb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/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_tpcds_within_group_share\nSELECT \"feature_210\", \"feature_29\",\n SUM(CAST(NULLIF(\"feature_27\", '') AS REAL)) AS total_measure,\n SUM(CAST(NULLIF(\"feature_27\", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF(\"feature_27\", '') AS REAL))) OVER (PARTITION BY \"feature_210\") AS share_within_group\nFROM \"n8\"\nWHERE NULLIF(\"feature_27\", '') IS NOT NULL\nGROUP BY \"feature_210\", \"feature_29\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"feature_210\\\", \\\"feature_29\\\",\\n SUM(CAST(NULLIF(\\\"feature_27\\\", '') AS REAL)) AS total_measure,\\n SUM(CAST(NULLIF(\\\"feature_27\\\", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF(\\\"feature_27\\\", '') AS REAL))) OVER (PARTITION BY \\\"feature_210\\\") AS share_within_group\\nFROM \\\"n8\\\"\\nWHERE NULLIF(\\\"feature_27\\\", '') IS NOT NULL\\nGROUP BY \\\"feature_210\\\", \\\"feature_29\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"feature_210\", \"feature_29\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"feature_210\": \"46.15\", \"feature_29\": \"72.7111\", \"total_measure\": 1.994, \"share_within_group\": 100.0}, {\"feature_210\": \"\", \"feature_29\": \"69.5222\", \"total_measure\": 2.0232, \"share_within_group\": 17.20934980095948}, {\"feature_210\": \"\", \"feature_29\": \"69.5333\", \"total_measure\": 2.013, \"share_within_group\": 17.122588547514546}, {\"feature_210\": \"\", \"feature_29\": \"72.6\", \"total_measure\": 1.9998, \"share_within_group\": 17.010309278350515}, {\"feature_210\": \"\", \"feature_29\": \"76.2444\", \"total_measure\": 1.9523, \"share_within_group\": 16.606274029464803}, {\"feature_210\": \"\", \"feature_29\": \"71.8556\", \"total_measure\": 1.8923, \"share_within_group\": 16.09591371508285}, {\"feature_210\": \"\", \"feature_29\": \"71.3333\", \"total_measure\": 1.8758, \"share_within_group\": 15.95556462862781}, {\"feature_210\": \"0\", \"feature_29\": \"68.2\", \"total_measure\": 15.7803, \"share_within_group\": 0.522532407486204}, {\"feature_210\": \"0\", \"feature_29\": \"69.4222\", \"total_measure\": 13.7991, \"share_within_group\": 0.45692901555375226}, {\"feature_210\": \"0\", \"feature_29\": \"70.5111\", \"total_measure\": 13.6783, \"share_within_group\": 0.45292897025522605}, {\"feature_210\": \"0\", \"feature_29\": \"68.7667\", \"total_measure\": 13.667, \"share_within_group\": 0.45255479383243347}, {\"feature_210\": \"0\", \"feature_29\": \"69.0667\", \"total_measure\": 12.002, \"share_within_group\": 0.39742171914662083}, {\"feature_210\": \"0\", \"feature_29\": \"67.6333\", \"total_measure\": 11.975, \"share_within_group\": 0.39652766928685085}, {\"feature_210\": \"0\", \"feature_29\": \"68\", \"total_measure\": 11.924, \"share_within_group\": 0.39483890844061875}, {\"feature_210\": \"0\", \"feature_29\": \"68.5444\", \"total_measure\": 11.7396, \"share_within_group\": 0.3887328790279678}, {\"feature_210\": \"0\", \"feature_29\": \"67.2667\", \"total_measure\": 11.6619, \"share_within_group\": 0.38616000220929647}, {\"feature_210\": \"0\", \"feature_29\": \"68.6111\", \"total_measure\": 9.975100000000001, \"share_within_group\": 0.3303050650441141}, {\"feature_210\": \"0\", \"feature_29\": \"73.1222\", \"total_measure\": 9.9241, \"share_within_group\": 0.32861630419788196}, {\"feature_210\": \"0\", \"feature_29\": \"68.0889\", \"total_measure\": 9.8622, \"share_within_group\": 0.32656661211196497}, {\"feature_210\": \"0\", \"feature_29\": \"68.4333\", \"total_measure\": 9.8588, \"share_within_group\": 0.3264540280555495}, {\"feature_210\": \"0\", \"feature_29\": \"69.9333\", \"total_measure\": 9.8538, \"share_within_group\": 0.32628846326670324}, {\"feature_210\": \"0\", \"feature_29\": \"67.4778\", \"total_measure\": 9.8284, \"share_within_group\": 0.32544739413936413}, {\"feature_210\": \"0\", \"feature_29\": \"68.0444\", \"total_measure\": 9.8234, \"share_within_group\": 0.3252818293505178}, {\"feature_210\": \"0\", \"feature_29\": \"69.3778\", \"total_measure\": 9.787, \"share_within_group\": 0.3240765176877169}, {\"feature_210\": \"0\", \"feature_29\": \"69.0111\", \"total_measure\": 9.7458, \"share_within_group\": 0.32271226382762347}, {\"feature_210\": \"0\", \"feature_29\": \"67.5222\", \"total_measure\": 9.684, \"share_within_group\": 0.3206658830374834}, {\"feature_210\": \"0\", \"feature_29\": \"68.7\", \"total_measure\": 9.6305, \"share_within_group\": 0.31889433979682813}, {\"feature_210\": \"0\", \"feature_29\": \"68.9444\", \"total_measure\": 9.5698, \"share_within_group\": 0.31688438326023427}, {\"feature_210\": \"0\", \"feature_29\": \"67.4222\", \"total_measure\": 8.0358, \"share_within_group\": 0.26608910604219427}, {\"feature_210\": \"0\", \"feature_29\": \"66.6889\", \"total_measure\": 8.014, \"share_within_group\": 0.26536724356282443}, {\"feature_210\": \"0\", \"feature_29\": \"67.9778\", \"total_measure\": 8.0127, \"share_within_group\": 0.26532419671772445}, {\"feature_210\": \"0\", \"feature_29\": \"68.0778\", \"total_measure\": 8.0094, \"share_within_group\": 0.26521492395708585}, {\"feature_210\": \"0\", \"feature_29\": \"66.9333\", \"total_measure\": 7.9888, \"share_within_group\": 0.2645327970270392}, {\"feature_210\": \"0\", \"feature_29\": \"74.4444\", \"total_measure\": 7.9793, \"share_within_group\": 0.26421822392823124}, {\"feature_210\": \"0\", \"feature_29\": \"69.9556\", \"total_measure\": 7.9783, \"share_within_group\": 0.264185110970462}, {\"feature_210\": \"0\", \"feature_29\": \"67.5333\", \"total_measure\": 7.9678, \"share_within_group\": 0.26383742491388484}, {\"feature_210\": \"0\", \"feature_29\": \"69.2\", \"total_measure\": 7.9676, \"share_within_group\": 0.2638308023223309}, {\"feature_210\": \"0\", \"feature_29\": \"72.4889\", \"total_measure\": 7.946, \"share_within_group\": 0.263115562434515}, {\"feature_210\": \"0\", \"feature_29\": \"70.1667\", \"total_measure\": 7.9433, \"share_within_group\": 0.26302615744853797}, {\"feature_210\": \"0\", \"feature_29\": \"68.1333\", \"total_measure\": 7.9421, \"share_within_group\": 0.2629864218992149}, {\"feature_210\": \"0\", \"feature_29\": \"67.2778\", \"total_measure\": 7.9350000000000005, \"share_within_group\": 0.26275131989905315}, {\"feature_210\": \"0\", \"feature_29\": \"66.2556\", \"total_measure\": 7.925, \"share_within_group\": 0.2624201903213606}, {\"feature_210\": \"0\", \"feature_29\": \"69.1\", \"total_measure\": 7.8995, \"share_within_group\": 0.2615758098982445}, {\"feature_210\": \"0\", \"feature_29\": \"68.3222\", \"total_measure\": 7.8959, \"share_within_group\": 0.26145660325027525}, {\"feature_210\": \"0\", \"feature_29\": \"74.0111\", \"total_measure\": 7.8801, \"share_within_group\": 0.26093341851752094}, {\"feature_210\": \"0\", \"feature_29\": \"68.1111\", \"total_measure\": 7.878, \"share_within_group\": 0.2608638813062055}, {\"feature_210\": \"0\", \"feature_29\": \"66.8222\", \"total_measure\": 7.8772, \"share_within_group\": 0.26083739093999014}, {\"feature_210\": \"0\", \"feature_29\": \"68.1667\", \"total_measure\": 7.8672, \"share_within_group\": 0.26050626136229754}, {\"feature_210\": \"0\", \"feature_29\": \"70.9778\", \"total_measure\": 7.8642, \"share_within_group\": 0.2604069224889898}, {\"feature_210\": \"0\", \"feature_29\": \"70.1889\", \"total_measure\": 7.8634, \"share_within_group\": 0.2603804321227744}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 16.03}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b14cc3d3d712e4cd7cb7b174806900e86f13ea23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T15:53:23.789349+00:00", + "ended_at": "2026-05-19T15:53:56.945979+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_f1b46b43ba79b17a", + "problem_id": "v2p_n8_ac1aa873464ed95b", + "dataset_id": "n8", + "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=feature_210, measure_col=feature_27.", + "bindings": { + "group_col": "feature_210", + "measure_col": "feature_27", + "item_col": "feature_29", + "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": 1.9815, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f1b46b43ba79b17a.sql", + "usage_summary": { + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_f1b46b43ba79b17a", + "api_calls": 0, + "input_tokens": 88871, + "cached_input_tokens": 12032, + "output_tokens": 1585, + "total_tokens": 90456, + "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": 32093.45, + "sql_execution_elapsed_ms_total": 16.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab947b4e21a57cf544a46dd34c676427b41673cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:53:27.223162+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3404.12, "started_at": "2026-05-19T15:53:23.817105+00:00", "ended_at": "2026-05-19T15:53:27.221248+00:00", "prompt_metrics": {"chars": 254997, "bytes_utf8": 254997, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f1-1d6a-7d53-a54c-c07dfa7ab765\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:53:56.926266+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": 28689.33, "started_at": "2026-05-19T15:53:28.234211+00:00", "ended_at": "2026-05-19T15:53:56.923593+00:00", "prompt_metrics": {"chars": 254997, "bytes_utf8": 254997, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 709, "bytes_utf8": 709, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 88871, "cached_input_tokens": 12032, "output_tokens": 1585, "reasoning_output_tokens": 1384}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"feature_210\\\", \\\"feature_29\\\",\\n SUM(CAST(NULLIF(\\\"feature_27\\\", '') AS REAL)) AS total_measure,\\n SUM(CAST(NULLIF(\\\"feature_27\\\", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF(\\\"feature_27\\\", '') AS REAL))) OVER (PARTITION BY \\\"feature_210\\\") AS share_within_group\\nFROM \\\"n8\\\"\\nWHERE NULLIF(\\\"feature_27\\\", '') IS NOT NULL\\nGROUP BY \\\"feature_210\\\", \\\"feature_29\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"feature_210\\\", item_col=\\\"feature_29\\\", and measure_col=\\\"feature_27\\\". CAST(NULLIF(...,'') AS REAL) handles numeric values stored as TEXT and ignores empty-string measure values.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..317c9e4b02e7de2f0e5f89249be6deac63e38311 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_f1b46b43ba79b17a", + "api_calls": 0, + "input_tokens": 88871, + "cached_input_tokens": 12032, + "output_tokens": 1585, + "total_tokens": 90456, + "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": 32093.45, + "sql_execution_elapsed_ms_total": 16.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f1b46b43ba79b17a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ce1a1362e8f553ecc2ea797fd1b26c4316ae04f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/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=feature_372, measure_col=feature_77. +Result preview: [{"feature_372": "", "group_value": -0.17}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..051d35809e891eae4c9137f1f739d3b223bfb852 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/generated_sql.sql @@ -0,0 +1,31 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_f7f713004a31bc8d +-- problem_id: v2p_n8_93c8ffcca4b20f9b +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "feature_372", + SUM(CAST(NULLIF("feature_77", '') AS REAL)) AS "group_value" + FROM "n8" + GROUP BY "feature_372" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT + g."feature_372", + 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_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..227d2db15539ff6437e51c8ad87f03dd52c3c734 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/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\n \"feature_372\",\n SUM(CAST(NULLIF(\"feature_77\", '') AS REAL)) AS \"group_value\"\n FROM \"n8\"\n GROUP BY \"feature_372\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT\n g.\"feature_372\",\n 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\\n \\\"feature_372\\\",\\n SUM(CAST(NULLIF(\\\"feature_77\\\", '') AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n8\\\"\\n GROUP BY \\\"feature_372\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"feature_372\\\",\\n 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\": [\"feature_372\", \"group_value\"], \"rows\": [{\"feature_372\": \"\", \"group_value\": -0.17}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.72}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..689844728f9ca2199381bb838a12bf7482ba7ac7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:08:34.907348+00:00", + "ended_at": "2026-05-19T16:08:47.586783+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_f7f713004a31bc8d", + "problem_id": "v2p_n8_93c8ffcca4b20f9b", + "dataset_id": "n8", + "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=feature_372, measure_col=feature_77.", + "bindings": { + "group_col": "feature_372", + "measure_col": "feature_77", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": -0.0185, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f7f713004a31bc8d.sql", + "usage_summary": { + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_f7f713004a31bc8d", + "api_calls": 0, + "input_tokens": 88888, + "cached_input_tokens": 87424, + "output_tokens": 734, + "total_tokens": 89622, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12627.93, + "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_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd93f8b74d04f9db1f0b7d6b24cb0204841592dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:08:47.579231+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": 12627.93, "started_at": "2026-05-19T16:08:34.949888+00:00", "ended_at": "2026-05-19T16:08:47.577844+00:00", "prompt_metrics": {"chars": 255145, "bytes_utf8": 255145, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 767, "bytes_utf8": 767, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 88888, "cached_input_tokens": 87424, "output_tokens": 734, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"feature_372\\\",\\n SUM(CAST(NULLIF(\\\"feature_77\\\", '') AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n8\\\"\\n GROUP BY \\\"feature_372\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"feature_372\\\",\\n 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=\\\"feature_372\\\" and measure_col=\\\"feature_77\\\". Used CAST(NULLIF(...)) because the schema stores values as TEXT and sample rows show empty strings.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..42a90caa3dda15aeb51408b17a7079c496c6ca58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n8", + "model": "v2-cli:codex", + "run_id": "v2q_n8_f7f713004a31bc8d", + "api_calls": 0, + "input_tokens": 88888, + "cached_input_tokens": 87424, + "output_tokens": 734, + "total_tokens": 89622, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12627.93, + "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_a/n8/artifacts/v2q_n8_f7f713004a31bc8d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ff5199dfee10a99c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ff5199dfee10a99c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a54d6f9831e341de2dd36bbd6dcde76cd299b508 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ff5199dfee10a99c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"feature_1": "", "support": 6, "avg_response": 2604.7366666666667}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ff5199dfee10a99c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ff5199dfee10a99c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..046f62da3f5f3c4e28482b5465bdcbcd1f32666b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ff5199dfee10a99c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_ff5199dfee10a99c +-- problem_id: v2p_n8_402937458339cf7e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_1", + COUNT(*) AS support, + AVG("feature_2") AS avg_response +FROM "n8" +GROUP BY "feature_1" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ff5199dfee10a99c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ff5199dfee10a99c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b048215154ca6e63ca535e6af15f72a9e69e9f31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ff5199dfee10a99c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: n8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n8_ff5199dfee10a99c\n-- problem_id: v2p_n8_402937458339cf7e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"feature_1\",\n COUNT(*) AS support,\n AVG(\"feature_2\") AS avg_response\nFROM \"n8\"\nGROUP BY \"feature_1\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n8_ff5199dfee10a99c\\n-- problem_id: v2p_n8_402937458339cf7e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"feature_1\\\",\\n COUNT(*) AS support,\\n AVG(\\\"feature_2\\\") AS avg_response\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_1\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"feature_1\", \"support\", \"avg_response\"], \"rows\": [{\"feature_1\": \"\", \"support\": 6, \"avg_response\": 2604.7366666666667}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.64}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ff5199dfee10a99c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ff5199dfee10a99c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..106908c969673475cf7afd3c04b0c9cebde04d51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ff5199dfee10a99c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n8", + "started_at": "2026-05-19T16:24:22.622085+00:00", + "ended_at": "2026-05-19T16:24:22.627702+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n8_ff5199dfee10a99c", + "problem_id": "v2p_n8_402937458339cf7e", + "dataset_id": "n8", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=feature_2, key_col=feature_1.", + "bindings": { + "key_col": "feature_1", + "measure_col": "feature_2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ff5199dfee10a99c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ff5199dfee10a99c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ff5199dfee10a99c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_ff5199dfee10a99c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_02f135276bc056e2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_02f135276bc056e2.sql new file mode 100644 index 0000000000000000000000000000000000000000..e06a9d4acf85487b394f6076ed6abdeff805c9c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_02f135276bc056e2.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_02f135276bc056e2 +-- problem_id: v2p_n8_db950b4a0388f2bb +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_210", "feature_29", + SUM(CAST(NULLIF("feature_27", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("feature_27", '') AS REAL)) * 100.0 / + SUM(SUM(CAST(NULLIF("feature_27", '') AS REAL))) OVER (PARTITION BY "feature_210") AS share_within_group +FROM "n8" +WHERE NULLIF("feature_27", '') IS NOT NULL + AND NULLIF("feature_210", '') IS NOT NULL + AND NULLIF("feature_29", '') IS NOT NULL +GROUP BY "feature_210", "feature_29" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_035d7e00b149e6c5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_035d7e00b149e6c5.sql new file mode 100644 index 0000000000000000000000000000000000000000..eeaae33a6ec978d1699340555e280807e0c90053 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_035d7e00b149e6c5.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_035d7e00b149e6c5 +-- problem_id: v2p_n8_ed1997ffe58179c3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_75", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_438" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_438" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_75" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_07d775ec98cadf5b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_07d775ec98cadf5b.sql new file mode 100644 index 0000000000000000000000000000000000000000..a3b5c6fe24a45e02fb6cc6bcde02b0ee3a521c0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_07d775ec98cadf5b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_07d775ec98cadf5b +-- problem_id: v2p_n8_1ced245226ba78b1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_6", + "feature_265", + COUNT(*) AS row_count +FROM "n8" +WHERE CAST(NULLIF("feature_49", '') AS REAL) >= 136.7382 +GROUP BY "feature_6", "feature_265" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_0a32f6bc5b50e19f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_0a32f6bc5b50e19f.sql new file mode 100644 index 0000000000000000000000000000000000000000..461963bdf2d102c7a7cc7052d392e7e0b12ce468 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_0a32f6bc5b50e19f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_0a32f6bc5b50e19f +-- problem_id: v2p_n8_d593309760ae077a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_210", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_146" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_146" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_210" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_0f66aa2b517a3b34.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_0f66aa2b517a3b34.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2bdd6e2f39b885c3bd74eccab7df33becd1cee1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_0f66aa2b517a3b34.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_0f66aa2b517a3b34 +-- problem_id: v2p_n8_f117f83e11ea6992 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_6" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_6" +), 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_a/n8/sql/v2q_n8_116aa813286a4a81.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_116aa813286a4a81.sql new file mode 100644 index 0000000000000000000000000000000000000000..336a768ce91a359536e7a53c0c6858319cd3127f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_116aa813286a4a81.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_116aa813286a4a81 +-- problem_id: v2p_n8_2770c104bb009cde +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_14", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_345" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_345" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_14" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_1307e3f0429f03c3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_1307e3f0429f03c3.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4830030cbd68e5fbdeea2583ab9ced6dca3bb7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_1307e3f0429f03c3.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_1307e3f0429f03c3 +-- problem_id: v2p_n8_4889549125343128 +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_53", + SUM(CAST(NULLIF("feature_5", '') AS REAL)) AS "total_measure" +FROM "n8" +GROUP BY "feature_53" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_14e908b40fa1ea02.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_14e908b40fa1ea02.sql new file mode 100644 index 0000000000000000000000000000000000000000..2be3e350b5c8c9a25c63a944de9993be1a379b6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_14e908b40fa1ea02.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_14e908b40fa1ea02 +-- problem_id: v2p_n8_3d223a606c502c21 +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_53", + SUM(CAST(NULLIF("feature_5", '') AS REAL)) AS "total_measure" +FROM "n8" +GROUP BY "feature_53" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_14f3ad7b6c6fc36c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_14f3ad7b6c6fc36c.sql new file mode 100644 index 0000000000000000000000000000000000000000..db44a6d8074e3814b7ebdf14f45512f5fd3cfa02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_14f3ad7b6c6fc36c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_14f3ad7b6c6fc36c +-- problem_id: v2p_n8_18ad294687be9a6a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_396" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_396" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_1a84d042433ce325.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_1a84d042433ce325.sql new file mode 100644 index 0000000000000000000000000000000000000000..a121ba278b3fcbc3ea547f272a797c2e61c59854 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_1a84d042433ce325.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_1a84d042433ce325 +-- problem_id: v2p_n8_8ad5041df5d9dc53 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_168", COUNT(*) AS "row_count" +FROM "n8" +GROUP BY "feature_168" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_1a94b8d5f57cb2fa.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_1a94b8d5f57cb2fa.sql new file mode 100644 index 0000000000000000000000000000000000000000..caa1eda1e8859af24dc03aef6b678c1c8d70d8d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_1a94b8d5f57cb2fa.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_1a94b8d5f57cb2fa +-- problem_id: v2p_n8_c0de4d8e2c940fd6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_479", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_42" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_42" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_479" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_1dce029386e9eed7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_1dce029386e9eed7.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5fcfb3bc42001ac9f38081c3a4dddf91d7cc54f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_1dce029386e9eed7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_1dce029386e9eed7 +-- problem_id: v2p_n8_0c232224322e0c64 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_98", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_396" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_396" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_98" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_1e09a89361333c8f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_1e09a89361333c8f.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e0159d6e4b5ef0ed052360db7b72cde42c5ff17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_1e09a89361333c8f.sql @@ -0,0 +1,29 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_1e09a89361333c8f +-- problem_id: v2p_n8_3b0fc01dc0c1ddb1 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "feature_237" AS "feature_237", + "feature_38" AS "feature_38", + SUM(CAST(NULLIF("feature_36", '') AS REAL)) AS "total_measure" + FROM "n8" + WHERE NULLIF("feature_36", '') IS NOT NULL + GROUP BY "feature_237", "feature_38" +) +SELECT + "feature_237", + "feature_38", + "total_measure", + "total_measure" * 100.0 / SUM("total_measure") OVER (PARTITION BY "feature_237") AS "share_within_group" +FROM "grouped" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_2274d04467832775.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_2274d04467832775.sql new file mode 100644 index 0000000000000000000000000000000000000000..24ecbe74cfa548cf572582caf6f1d650b26e36c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_2274d04467832775.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_2274d04467832775 +-- problem_id: v2p_n8_aec447d69ad28a4b +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_14", SUM(CAST(NULLIF("feature_2", '') AS REAL)) AS "total_measure" +FROM "n8" +GROUP BY "feature_14" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_24207482edeefd11.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_24207482edeefd11.sql new file mode 100644 index 0000000000000000000000000000000000000000..7417dd7af12538fd94e487d4b7c545630a703095 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_24207482edeefd11.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_24207482edeefd11 +-- problem_id: v2p_n8_863610bba46efedc +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_6", + "feature_279", + COUNT(*) AS "row_count" +FROM "n8" +WHERE "feature_53" = '0' +GROUP BY "feature_6", "feature_279" +ORDER BY "row_count" DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_2732c0a4ff96ff6a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_2732c0a4ff96ff6a.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e6c6b88d634a6fc41b1851dd14e0ccf66cc5a11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_2732c0a4ff96ff6a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_2732c0a4ff96ff6a +-- problem_id: v2p_n8_0a9c897759c81fef +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_70", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_244" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_244" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_70" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_27432c6ea9133d5e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_27432c6ea9133d5e.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbd22989a86b8089d752c04e15db437111dd0801 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_27432c6ea9133d5e.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_27432c6ea9133d5e +-- problem_id: v2p_n8_06367a4914f19e88 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "feature_250", + SUM(CASE WHEN "label_2" = '"23/09/2008' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "label_2" = '"03/09/2008' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "n8" + GROUP BY "feature_250" +) +SELECT "feature_250", + 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_a/n8/sql/v2q_n8_2a60559c016a2281.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_2a60559c016a2281.sql new file mode 100644 index 0000000000000000000000000000000000000000..1eabd437116a8129410bad1e6a23ec97c24ee626 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_2a60559c016a2281.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_2a60559c016a2281 +-- problem_id: v2p_n8_d908519b934f4096 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_5", + COUNT(*) AS support, + AVG("feature_1") AS avg_response +FROM "n8" +GROUP BY "feature_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_2f28daeeb5522ce3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_2f28daeeb5522ce3.sql new file mode 100644 index 0000000000000000000000000000000000000000..40f5d6c0e0f011eaaf6dbc639595762125e87f1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_2f28daeeb5522ce3.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_2f28daeeb5522ce3 +-- problem_id: v2p_n8_8db1cc99f259d177 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_3", + COUNT(*) AS support, + AVG("feature_1") AS avg_response +FROM "n8" +GROUP BY "feature_3" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_352231c1e65dfafa.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_352231c1e65dfafa.sql new file mode 100644 index 0000000000000000000000000000000000000000..552c70cf55da2150deddf3da8156d75344533208 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_352231c1e65dfafa.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_352231c1e65dfafa +-- problem_id: v2p_n8_1cf7c9ceca5de30f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_530" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_530" +) +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_a/n8/sql/v2q_n8_357776882140c45a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_357776882140c45a.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca57f3b29b07b75d7d44c9e829be55c82620c727 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_357776882140c45a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_357776882140c45a +-- problem_id: v2p_n8_451c2f96bcc4bea4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_43", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_542" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_542" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_43" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_367a955d8ca4a9de.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_367a955d8ca4a9de.sql new file mode 100644 index 0000000000000000000000000000000000000000..d91406f3873f182051ca8a1be927640f69b476ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_367a955d8ca4a9de.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_367a955d8ca4a9de +-- problem_id: v2p_n8_e39e3623dc497cec +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_237" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_237" +), 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_a/n8/sql/v2q_n8_38e5d91a779e249f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_38e5d91a779e249f.sql new file mode 100644 index 0000000000000000000000000000000000000000..de4142454762c5e09fabdaa4639a05a9475c2dcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_38e5d91a779e249f.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_38e5d91a779e249f +-- problem_id: v2p_n8_4f97387d8dd1c0ef +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "feature_258", + SUM(CASE WHEN "feature_207" = '0' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "feature_207" = '2' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "n8" + GROUP BY "feature_258" +) +SELECT + "feature_258", + 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_a/n8/sql/v2q_n8_391e6a8eaffeb082.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_391e6a8eaffeb082.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb4e3ef156234df6a57c2b2b47bdaebcf79d5907 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_391e6a8eaffeb082.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_391e6a8eaffeb082 +-- problem_id: v2p_n8_9585e0837a79a4dc +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_234", + "feature_35", + SUM(CAST(NULLIF("feature_33", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("feature_33", '') AS REAL)) * 100.0 + / SUM(SUM(CAST(NULLIF("feature_33", '') AS REAL))) OVER (PARTITION BY "feature_234") AS share_within_group +FROM "n8" +WHERE NULLIF("feature_234", '') IS NOT NULL + AND NULLIF("feature_35", '') IS NOT NULL + AND NULLIF("feature_33", '') IS NOT NULL +GROUP BY "feature_234", "feature_35" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_3a2713131f66e316.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_3a2713131f66e316.sql new file mode 100644 index 0000000000000000000000000000000000000000..cbe88d4b95109a19cc88a7d590190c0aa619b269 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_3a2713131f66e316.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_3a2713131f66e316 +-- problem_id: v2p_n8_5aa50fce4e45a118 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_115" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_115" +), 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_a/n8/sql/v2q_n8_3d9dd7d0e0ea841d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_3d9dd7d0e0ea841d.sql new file mode 100644 index 0000000000000000000000000000000000000000..179783865a19cb1ce9ad74fd4507b583044ec677 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_3d9dd7d0e0ea841d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_3d9dd7d0e0ea841d +-- problem_id: v2p_n8_8cfd747c07d53ddf +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_180", COUNT(*) AS "row_count" +FROM "n8" +GROUP BY "feature_180" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_45b939e268ec0555.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_45b939e268ec0555.sql new file mode 100644 index 0000000000000000000000000000000000000000..4420ffb9b089df562f5320c1434322fe774799f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_45b939e268ec0555.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_45b939e268ec0555 +-- problem_id: v2p_n8_f0bcd5612c0d4c41 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_1" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_1" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_46e159f20316e353.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_46e159f20316e353.sql new file mode 100644 index 0000000000000000000000000000000000000000..c26750a66044af64064b02ccef20c7685ef2135e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_46e159f20316e353.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_46e159f20316e353 +-- problem_id: v2p_n8_f3ac1cb29bde705e +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_187", COUNT(*) AS "row_count" +FROM "n8" +GROUP BY "feature_187" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_4b1a57a94b452430.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_4b1a57a94b452430.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbcf686ec102441f80381b37a2b38bf9642aa1fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_4b1a57a94b452430.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_4b1a57a94b452430 +-- problem_id: v2p_n8_5b66c1478fe47168 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_179", COUNT(*) AS "row_count" +FROM "n8" +GROUP BY "feature_179" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_4bf96a5b689e0977.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_4bf96a5b689e0977.sql new file mode 100644 index 0000000000000000000000000000000000000000..53526c052f6773bc810fe9d3fb8dce990ae513f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_4bf96a5b689e0977.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_4bf96a5b689e0977 +-- problem_id: v2p_n8_37735b372b3d759b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_479", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_396" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_396" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_479" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_4c6eb6c3bf24f038.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_4c6eb6c3bf24f038.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0ec193b4510a89f4a39d8141cffc0e0f7f2baa4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_4c6eb6c3bf24f038.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_4c6eb6c3bf24f038 +-- problem_id: v2p_n8_0966d5aafe65ab7a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_75", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_542" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_542" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_75" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_4f947b1cb22a5c34.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_4f947b1cb22a5c34.sql new file mode 100644 index 0000000000000000000000000000000000000000..28e62c2bb22ca41a820c3da5c1879b07b3daf400 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_4f947b1cb22a5c34.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_4f947b1cb22a5c34 +-- problem_id: v2p_n8_34efb1c5eda3f747 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_463" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_463" +) +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_a/n8/sql/v2q_n8_50dd3eca4bc06503.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_50dd3eca4bc06503.sql new file mode 100644 index 0000000000000000000000000000000000000000..7315096f6d782295acb837abd70b9a9a86ade401 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_50dd3eca4bc06503.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_50dd3eca4bc06503 +-- problem_id: v2p_n8_351d7c9595a2bb8b +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_191", COUNT(*) AS "row_count" +FROM "n8" +GROUP BY "feature_191" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_5909a2d243b14932.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_5909a2d243b14932.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4704e2db0ca22fb077570eb13b551e7f3634eda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_5909a2d243b14932.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_5909a2d243b14932 +-- problem_id: v2p_n8_92bda208113fc8c1 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "feature_241", + SUM(CASE WHEN "feature_343" = '0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "feature_343" = '0.4472' THEN 1 ELSE 0 END) AS denominator_count + FROM "n8" + GROUP BY "feature_241" +) +SELECT + "feature_241", + 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_a/n8/sql/v2q_n8_5a9d9bd46b1f8b9c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_5a9d9bd46b1f8b9c.sql new file mode 100644 index 0000000000000000000000000000000000000000..78afc8848e86f03790939fb9db315c07c7a2249a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_5a9d9bd46b1f8b9c.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_5a9d9bd46b1f8b9c +-- problem_id: v2p_n8_96542be1055a2ad7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_261" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_261" +) +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_a/n8/sql/v2q_n8_5b141d2964292ac7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_5b141d2964292ac7.sql new file mode 100644 index 0000000000000000000000000000000000000000..a9373da8dae312c023dd57c0f30f437ae0b0e824 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_5b141d2964292ac7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_5b141d2964292ac7 +-- problem_id: v2p_n8_b322a167217b5344 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_50", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_293" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_293" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_50" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_5c947e3feecb0209.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_5c947e3feecb0209.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc242a9bf62524487c0e6907fb08c86aa726551e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_5c947e3feecb0209.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_5c947e3feecb0209 +-- problem_id: v2p_n8_b8316de24ab70497 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_380" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_380" +) +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_a/n8/sql/v2q_n8_5caf36d8a2f8c147.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_5caf36d8a2f8c147.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b9ebf9df4c967099cde71105ff2b9b26038aa17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_5caf36d8a2f8c147.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_5caf36d8a2f8c147 +-- problem_id: v2p_n8_9a4f0260699f01d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_190", COUNT(*) AS "row_count" +FROM "n8" +GROUP BY "feature_190" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_61db55495f46f96c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_61db55495f46f96c.sql new file mode 100644 index 0000000000000000000000000000000000000000..357c385a2765076e4e2c86a913af6c71a003e941 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_61db55495f46f96c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_61db55495f46f96c +-- problem_id: v2p_n8_9f98c9164c39728a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_146" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_146" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_637b9fb226f0ac5d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_637b9fb226f0ac5d.sql new file mode 100644 index 0000000000000000000000000000000000000000..099c0faf46e0b36e0f41884842e672825ce5f72c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_637b9fb226f0ac5d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_637b9fb226f0ac5d +-- problem_id: v2p_n8_251161038a52aa28 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_98", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_42" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_42" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_98" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_6606c22637986832.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_6606c22637986832.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ce585727e9821bbbf29d9f4f649f05ebdeb7777 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_6606c22637986832.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_6606c22637986832 +-- problem_id: v2p_n8_e0d052dc4d367603 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_21", + COUNT(*) AS support, + AVG("feature_2") AS avg_response +FROM "n8" +GROUP BY "feature_21" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_6c6fdde96df5329a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_6c6fdde96df5329a.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ce13134d855bfaaf508318980bc3e616677e9f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_6c6fdde96df5329a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_6c6fdde96df5329a +-- problem_id: v2p_n8_2ed5307e0c45eeeb +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_210", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_490" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_490" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_210" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_6d3c1a877d85bfee.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_6d3c1a877d85bfee.sql new file mode 100644 index 0000000000000000000000000000000000000000..05c7d7eecb31fb7aeeefd69062fbbe977f5f5fe5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_6d3c1a877d85bfee.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_6d3c1a877d85bfee +-- problem_id: v2p_n8_331d838364b1b794 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_150", COUNT(*) AS "row_count" +FROM "n8" +GROUP BY "feature_150" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_6f2583e0a78218b0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_6f2583e0a78218b0.sql new file mode 100644 index 0000000000000000000000000000000000000000..e9ef186e28db5a9770a7c0f39e4160c89879ae9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_6f2583e0a78218b0.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_6f2583e0a78218b0 +-- problem_id: v2p_n8_59071dd6a20f1e9a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_380" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_380" +), 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_a/n8/sql/v2q_n8_6f6a884cd496a6a3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_6f6a884cd496a6a3.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed83cdab61831cea309f81f5088422edbb69493c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_6f6a884cd496a6a3.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_6f6a884cd496a6a3 +-- problem_id: v2p_n8_5b207ffa52e731aa +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_316" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_316" +) +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_a/n8/sql/v2q_n8_705a5fc2e2b486c1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_705a5fc2e2b486c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..44c4571a118be8a151f14c3ffe966f23b7614b2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_705a5fc2e2b486c1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_705a5fc2e2b486c1 +-- problem_id: v2p_n8_c5b2f9196a691b89 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_6", "feature_316", COUNT(*) AS row_count +FROM "n8" +WHERE CAST(NULLIF("feature_57", '') AS REAL) >= 0.9345 +GROUP BY "feature_6", "feature_316" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_714b99585f488968.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_714b99585f488968.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3b60a98bffb09a927fb4007488e0f11beb80ea0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_714b99585f488968.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_714b99585f488968 +-- problem_id: v2p_n8_76e8e37d2be07ced +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_6", SUM(CAST(NULLIF("feature_1", '') AS REAL)) AS "total_measure" +FROM "n8" +GROUP BY "feature_6" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_71ab76fab0202db4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_71ab76fab0202db4.sql new file mode 100644 index 0000000000000000000000000000000000000000..df57c4c6ef4e6607d2a0a5eedb4b96c90f37f035 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_71ab76fab0202db4.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_71ab76fab0202db4 +-- problem_id: v2p_n8_1bde12a1b60d83c5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_9", + COUNT(*) AS support, + AVG("feature_2") AS avg_response +FROM "n8" +GROUP BY "feature_9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_78b2553296043cc9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_78b2553296043cc9.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a1555540e13617b2144ed31d64e2031f0f050ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_78b2553296043cc9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_78b2553296043cc9 +-- problem_id: v2p_n8_071ac8537e1edd3f +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_50", + SUM(CAST(NULLIF("feature_4", '') AS REAL)) AS "total_measure" +FROM "n8" +GROUP BY "feature_50" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_79b433abe82e9971.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_79b433abe82e9971.sql new file mode 100644 index 0000000000000000000000000000000000000000..93b3847bbed0067812f18d7893f876e838352d93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_79b433abe82e9971.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_79b433abe82e9971 +-- problem_id: v2p_n8_b0b0d196b645560a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_344" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_344" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_7e613d5a627d9d77.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_7e613d5a627d9d77.sql new file mode 100644 index 0000000000000000000000000000000000000000..def16ec8547c22c2c9684dcebcfa8a758d2d76ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_7e613d5a627d9d77.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_7e613d5a627d9d77 +-- problem_id: v2p_n8_b6d4c74b5829bf34 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_75", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_244" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_244" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_75" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_7f45427013a5a543.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_7f45427013a5a543.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed5433d7989077cb8eb4053796c7debf08f5e841 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_7f45427013a5a543.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_7f45427013a5a543 +-- problem_id: v2p_n8_b33354cbae983c91 +-- realization_mode: agent +-- source_kind: agent +WITH "aggregated" AS ( + SELECT + "feature_230", + "feature_31", + SUM(CAST("feature_29" AS REAL)) AS "total_measure" + FROM "n8" + WHERE NULLIF("feature_230", '') IS NOT NULL + AND NULLIF("feature_31", '') IS NOT NULL + AND NULLIF("feature_29", '') IS NOT NULL + GROUP BY "feature_230", "feature_31" +) +SELECT + "feature_230", + "feature_31", + "total_measure", + "total_measure" * 100.0 / NULLIF(SUM("total_measure") OVER (PARTITION BY "feature_230"), 0) AS "share_within_group" +FROM "aggregated" +ORDER BY "share_within_group" DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_817e2657e5f65643.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_817e2657e5f65643.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf1f4e1d286cdd85f79e3419b46d7f7c53f6a8a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_817e2657e5f65643.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_817e2657e5f65643 +-- problem_id: v2p_n8_56d2b0e607711be4 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_194" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_194" +), 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_a/n8/sql/v2q_n8_847a9b44908dedb6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_847a9b44908dedb6.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b45e20c52aeeaa2c975c2e9fefcbc13a91c61bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_847a9b44908dedb6.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_847a9b44908dedb6 +-- problem_id: v2p_n8_ee63a22578e1f68c +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_96", SUM(CAST(NULLIF("feature_9", '') AS REAL)) AS total_measure +FROM "n8" +WHERE NULLIF("feature_96", '') IS NOT NULL + AND NULLIF("feature_9", '') IS NOT NULL +GROUP BY "feature_96" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_865465d670fe1317.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_865465d670fe1317.sql new file mode 100644 index 0000000000000000000000000000000000000000..79f3fb777ddcce9236e5af4aa118d5cc583d9039 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_865465d670fe1317.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_865465d670fe1317 +-- problem_id: v2p_n8_cade5b51e25fd039 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_530" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_530" +), 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_a/n8/sql/v2q_n8_866ce5e8fca666b8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_866ce5e8fca666b8.sql new file mode 100644 index 0000000000000000000000000000000000000000..0396574f0b3ff12356610ddb7604a51f82473a27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_866ce5e8fca666b8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_866ce5e8fca666b8 +-- problem_id: v2p_n8_ee428cb34f51436e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "label_2", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_1" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_1" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "label_2" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_89dba79a37ca8cee.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_89dba79a37ca8cee.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5c04630f97f0caeb6ed63fe786195a284afbaad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_89dba79a37ca8cee.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_89dba79a37ca8cee +-- problem_id: v2p_n8_0c448f5c1fe698e2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_244" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_244" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8babb78b2466d3fb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8babb78b2466d3fb.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb6cf3d7549123b3e0d09bce80c7242566a10db3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8babb78b2466d3fb.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_8babb78b2466d3fb +-- problem_id: v2p_n8_eddf7abba363d112 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_542" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_542" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8be0bc6124508546.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8be0bc6124508546.sql new file mode 100644 index 0000000000000000000000000000000000000000..9024a5772288770997c2e5982a25c86c7744db4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8be0bc6124508546.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_8be0bc6124508546 +-- problem_id: v2p_n8_be9450242353e1e4 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_359" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_359" +) +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_a/n8/sql/v2q_n8_8c46c19ae8b4e7f2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8c46c19ae8b4e7f2.sql new file mode 100644 index 0000000000000000000000000000000000000000..e8e9fcea18b59acb5ae8e2fb2f88f13ab4bb09a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8c46c19ae8b4e7f2.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_8c46c19ae8b4e7f2 +-- problem_id: v2p_n8_eda020d978080d8f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_402" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_402" +) +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_a/n8/sql/v2q_n8_8d2415dd13ccea4c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8d2415dd13ccea4c.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c8c13bcda557f46cfab697fddc0ab2fb1c46a8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8d2415dd13ccea4c.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_8d2415dd13ccea4c +-- problem_id: v2p_n8_857bf1ca30177057 +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_233", + "feature_34", + SUM(CAST(NULLIF("feature_32", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("feature_32", '') AS REAL)) * 100.0 + / SUM(SUM(CAST(NULLIF("feature_32", '') AS REAL))) OVER (PARTITION BY "feature_233") AS share_within_group +FROM "n8" +WHERE NULLIF("feature_233", '') IS NOT NULL + AND NULLIF("feature_34", '') IS NOT NULL + AND NULLIF("feature_32", '') IS NOT NULL +GROUP BY "feature_233", "feature_34" +ORDER BY share_within_group DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8ddb332f1870b7d7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8ddb332f1870b7d7.sql new file mode 100644 index 0000000000000000000000000000000000000000..9f8d49e817c1e6604dab6e45889efa080534ab63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8ddb332f1870b7d7.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_8ddb332f1870b7d7 +-- problem_id: v2p_n8_3acf57aed4adec9a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_506" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_506" +), 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_a/n8/sql/v2q_n8_8ee2ca9d08c85cb5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8ee2ca9d08c85cb5.sql new file mode 100644 index 0000000000000000000000000000000000000000..38884f71f075b8385eee9e54b4cc38c8e2d3e92a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_8ee2ca9d08c85cb5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_8ee2ca9d08c85cb5 +-- problem_id: v2p_n8_f98666c110f07ab2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_490" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_490" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_908feefa58b01a5e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_908feefa58b01a5e.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f6ae21497bd66283c8244502f6e0907a2819e27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_908feefa58b01a5e.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_908feefa58b01a5e +-- problem_id: v2p_n8_9c7cef6977e3fdc9 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST(NULLIF("feature_73", '') AS REAL) AS "feature_73", + NTILE(10) OVER (ORDER BY CAST(NULLIF("feature_73", '') AS REAL) DESC) AS "tail_bucket" + FROM "n8" + WHERE NULLIF("feature_73", '') IS NOT NULL +) +SELECT "feature_73" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "feature_73" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_938c6d97e7a6c36a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_938c6d97e7a6c36a.sql new file mode 100644 index 0000000000000000000000000000000000000000..3abc023640f5a0d87683d3d42abcbdd16d807ad7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_938c6d97e7a6c36a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_938c6d97e7a6c36a +-- problem_id: v2p_n8_827fedb6c4e58ed0 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_142", COUNT(*) AS row_count +FROM "n8" +GROUP BY "feature_142" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_9884e9b63eec0827.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_9884e9b63eec0827.sql new file mode 100644 index 0000000000000000000000000000000000000000..54c270123c183575a7fde4606ffaa93e50e40433 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_9884e9b63eec0827.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_9884e9b63eec0827 +-- problem_id: v2p_n8_8b71e8dbc1248427 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_16", + COUNT(*) AS support, + AVG("feature_3") AS avg_response +FROM "n8" +GROUP BY "feature_16" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_98b5f6750dbd2dda.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_98b5f6750dbd2dda.sql new file mode 100644 index 0000000000000000000000000000000000000000..abf16061032e644fabc80881bb30aea0f158e4d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_98b5f6750dbd2dda.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_98b5f6750dbd2dda +-- problem_id: v2p_n8_e99274c4a2021792 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_6", "feature_267", COUNT(*) AS "row_count" +FROM "n8" +WHERE "feature_51" IS NOT NULL + AND "feature_51" <> '' + AND CAST("feature_51" AS REAL) >= 626.0773 +GROUP BY "feature_6", "feature_267" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_98c63080a74a6419.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_98c63080a74a6419.sql new file mode 100644 index 0000000000000000000000000000000000000000..0856eff8688df52988db72070b700db70304e73a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_98c63080a74a6419.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_98c63080a74a6419 +-- problem_id: v2p_n8_5321a6dd69551b1e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "label_2", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_293" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_293" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "label_2" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_9ba6ebb2eee9e77e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_9ba6ebb2eee9e77e.sql new file mode 100644 index 0000000000000000000000000000000000000000..b645211605d8192f963fdcd43457442760fccc4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_9ba6ebb2eee9e77e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_9ba6ebb2eee9e77e +-- problem_id: v2p_n8_5e881966fec3998f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_6", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_1" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_1" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_6" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_9e7028eb180725de.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_9e7028eb180725de.sql new file mode 100644 index 0000000000000000000000000000000000000000..52bec8db24d6ec1ca9db7560caa08c0c2a2278a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_9e7028eb180725de.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_9e7028eb180725de +-- problem_id: v2p_n8_12685d0b5e6f8c22 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_359" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_359" +), 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_a/n8/sql/v2q_n8_9eec8ad8fd976fd9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_9eec8ad8fd976fd9.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce43ffbfb2af79d5f7bc4e79a8986b6b1c09f66c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_9eec8ad8fd976fd9.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_9eec8ad8fd976fd9 +-- problem_id: v2p_n8_becc0a0c6536f1f6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_96", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_199" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_199" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_96" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_9fe81dd04d0d12d4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_9fe81dd04d0d12d4.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e47a630d4de2f2d8198fc0527266e2ed5b257af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_9fe81dd04d0d12d4.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_9fe81dd04d0d12d4 +-- problem_id: v2p_n8_07535b82451683b8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_96", + SUM(CAST(NULLIF("feature_9", '') AS REAL)) AS total_measure +FROM "n8" +GROUP BY "feature_96" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_a0372729cf14a50f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_a0372729cf14a50f.sql new file mode 100644 index 0000000000000000000000000000000000000000..0df2a3e03827482fe886a48cb3e3b2bacd15d0cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_a0372729cf14a50f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_a0372729cf14a50f +-- problem_id: v2p_n8_258d30071ffc3dba +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "label_1", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_344" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_344" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "label_1" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_a589583e0529c890.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_a589583e0529c890.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f82dea6809dc890f10d11ad5119c007a4350ceb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_a589583e0529c890.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_a589583e0529c890 +-- problem_id: v2p_n8_d7ca35263a1deeed +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_15", + COUNT(*) AS support, + AVG("feature_1") AS avg_response +FROM "n8" +GROUP BY "feature_15" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_a5a69efe97701477.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_a5a69efe97701477.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a1ff565a0e857a5289ef523302dc7b8bd44520e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_a5a69efe97701477.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_a5a69efe97701477 +-- problem_id: v2p_n8_858e9ae6c4199cf5 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_237" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_237" +) +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_a/n8/sql/v2q_n8_a7981200f2973c88.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_a7981200f2973c88.sql new file mode 100644 index 0000000000000000000000000000000000000000..64f8597cea1944e2831c17a319db19f9855add07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_a7981200f2973c88.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_a7981200f2973c88 +-- problem_id: v2p_n8_450d828ff099844f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_506" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_506" +) +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_a/n8/sql/v2q_n8_a9e1c716f4370fd8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_a9e1c716f4370fd8.sql new file mode 100644 index 0000000000000000000000000000000000000000..e2bc6d00d9ab75d9bea1f8951d81c092d6e708eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_a9e1c716f4370fd8.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_a9e1c716f4370fd8 +-- problem_id: v2p_n8_1d2dc4db1069e02f +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_237", + "feature_38", + SUM(CAST("feature_36" AS REAL)) AS total_measure, + SUM(CAST("feature_36" AS REAL)) * 100.0 / SUM(SUM(CAST("feature_36" AS REAL))) OVER (PARTITION BY "feature_237") AS share_within_group +FROM "n8" +WHERE "feature_237" IS NOT NULL + AND "feature_237" <> '' + AND "feature_38" IS NOT NULL + AND "feature_38" <> '' + AND "feature_36" IS NOT NULL + AND "feature_36" <> '' +GROUP BY "feature_237", "feature_38" +ORDER BY share_within_group DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_aa58e93cfaf290b1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_aa58e93cfaf290b1.sql new file mode 100644 index 0000000000000000000000000000000000000000..8286f9140342c31ef271cc5754f871c02bbeb080 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_aa58e93cfaf290b1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_aa58e93cfaf290b1 +-- problem_id: v2p_n8_5a84ce589290750e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_438" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_438" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_abf09fbfb1be8148.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_abf09fbfb1be8148.sql new file mode 100644 index 0000000000000000000000000000000000000000..19de4bdd8d2f2b9b27f9bd1503fe2521ba410b98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_abf09fbfb1be8148.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_abf09fbfb1be8148 +-- problem_id: v2p_n8_e2ff6be08cc3faf6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_7", + COUNT(*) AS support, + AVG("feature_4") AS avg_response +FROM "n8" +GROUP BY "feature_7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_b0179fb15af17626.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_b0179fb15af17626.sql new file mode 100644 index 0000000000000000000000000000000000000000..e63dacc4953f3595f56f9b65c9f4c9457e0017d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_b0179fb15af17626.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_b0179fb15af17626 +-- problem_id: v2p_n8_56f6e011f1c0985c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_348", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_98" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_98" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_348" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_b66dedd20106c93d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_b66dedd20106c93d.sql new file mode 100644 index 0000000000000000000000000000000000000000..8e02a6bf4528427485fc93d6775c6bb8e89653f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_b66dedd20106c93d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_b66dedd20106c93d +-- problem_id: v2p_n8_74c4d77ec4d3b390 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_43", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_99" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_99" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_43" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_b725491adff4b4d8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_b725491adff4b4d8.sql new file mode 100644 index 0000000000000000000000000000000000000000..c8fb0cc7944a40b29be800702ca82c272a02a849 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_b725491adff4b4d8.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_b725491adff4b4d8 +-- problem_id: v2p_n8_8c975cf6ff4d1576 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_230", "feature_31", + SUM(CAST(NULLIF("feature_29", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("feature_29", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF("feature_29", '') AS REAL))) OVER (PARTITION BY "feature_230") AS share_within_group +FROM "n8" +WHERE NULLIF("feature_29", '') IS NOT NULL +GROUP BY "feature_230", "feature_31" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_b7532ad698dc4973.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_b7532ad698dc4973.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e8f7798fd20d7718f062810476c4c90e3d666dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_b7532ad698dc4973.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_b7532ad698dc4973 +-- problem_id: v2p_n8_bb33738efd6575e8 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_463" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_463" +), 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_a/n8/sql/v2q_n8_bef03fbd63d82792.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_bef03fbd63d82792.sql new file mode 100644 index 0000000000000000000000000000000000000000..2764b1037fec5d71c4386087a72507a5a0a7b41a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_bef03fbd63d82792.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_bef03fbd63d82792 +-- problem_id: v2p_n8_935cb89bc196a192 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "feature_243", + SUM(CASE WHEN "feature_479" = '0' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "feature_479" = '200' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "n8" + GROUP BY "feature_243" +) +SELECT + "feature_243", + 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_a/n8/sql/v2q_n8_c34b2cca14e800cb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_c34b2cca14e800cb.sql new file mode 100644 index 0000000000000000000000000000000000000000..e62b99f80e4495bf90c5f5b0ee2cb353e7b252cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_c34b2cca14e800cb.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_c34b2cca14e800cb +-- problem_id: v2p_n8_8ecd634145ef564b +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_236", + "feature_37", + SUM(CAST(NULLIF("feature_35", '') AS REAL)) AS "total_measure", + SUM(CAST(NULLIF("feature_35", '') AS REAL)) * 100.0 + / SUM(SUM(CAST(NULLIF("feature_35", '') AS REAL))) OVER (PARTITION BY "feature_236") AS "share_within_group" +FROM "n8" +WHERE NULLIF("feature_236", '') IS NOT NULL + AND NULLIF("feature_37", '') IS NOT NULL + AND NULLIF("feature_35", '') IS NOT NULL +GROUP BY "feature_236", "feature_37" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_c6ea2b42ca836978.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_c6ea2b42ca836978.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b3f2c9034e20487ced94aaf7d7a4a2de154a47d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_c6ea2b42ca836978.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_c6ea2b42ca836978 +-- problem_id: v2p_n8_aa4cad47a5e2309a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_194" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_194" +) +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_a/n8/sql/v2q_n8_c9b487bf6b8ac986.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_c9b487bf6b8ac986.sql new file mode 100644 index 0000000000000000000000000000000000000000..346f7528ad495c98cadc6e356ddb62d812b87085 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_c9b487bf6b8ac986.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_c9b487bf6b8ac986 +-- problem_id: v2p_n8_ce3ba88354dc3e4d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_75", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_199" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_199" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_75" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ca5faf50e3316311.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ca5faf50e3316311.sql new file mode 100644 index 0000000000000000000000000000000000000000..afb1cc345c53fc6be4676114d024064c9769df2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ca5faf50e3316311.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_ca5faf50e3316311 +-- problem_id: v2p_n8_47d67e0d78210fe2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_293" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_293" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ca672e98cb4c687e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ca672e98cb4c687e.sql new file mode 100644 index 0000000000000000000000000000000000000000..e96ecadcc5cd4387615d8ec995e14ef8939bee1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ca672e98cb4c687e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_ca672e98cb4c687e +-- problem_id: v2p_n8_739dd6bf32a966a2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_199" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_199" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ce5640982a8169c5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ce5640982a8169c5.sql new file mode 100644 index 0000000000000000000000000000000000000000..7dc653708dd0385d53adbf0d029e6ad7fcdf66a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ce5640982a8169c5.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_ce5640982a8169c5 +-- problem_id: v2p_n8_22fc2610a38d7e61 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_316" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_316" +), 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_a/n8/sql/v2q_n8_cfdc420c9983eb17.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_cfdc420c9983eb17.sql new file mode 100644 index 0000000000000000000000000000000000000000..0087f05155e8ca8a56bb9dc6578d359684d5d565 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_cfdc420c9983eb17.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_cfdc420c9983eb17 +-- problem_id: v2p_n8_556e9b6ecebf6c88 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_42" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_42" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d2369ee09e176550.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d2369ee09e176550.sql new file mode 100644 index 0000000000000000000000000000000000000000..1886752f9d49835065a411d1e90b50e2bd630487 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d2369ee09e176550.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_d2369ee09e176550 +-- problem_id: v2p_n8_f9eab5da9618c536 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_19", + COUNT(*) AS support, + AVG("feature_4") AS avg_response +FROM "n8" +GROUP BY "feature_19" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d2cfcd58bad3bc11.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d2cfcd58bad3bc11.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4fa5c689f863244eda6a60f6afded38198cf50f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d2cfcd58bad3bc11.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_d2cfcd58bad3bc11 +-- problem_id: v2p_n8_9a7ba01e1a2d4e98 +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_235" AS "feature_235", + CAST("feature_36" AS REAL) AS "feature_36", + SUM(CAST("feature_34" AS REAL)) AS "total_measure", + SUM(CAST("feature_34" AS REAL)) * 100.0 + / SUM(SUM(CAST("feature_34" AS REAL))) OVER (PARTITION BY "feature_235") AS "share_within_group" +FROM "n8" +WHERE "feature_235" IS NOT NULL + AND "feature_235" <> '' + AND "feature_36" IS NOT NULL + AND "feature_36" <> '' + AND "feature_34" IS NOT NULL + AND "feature_34" <> '' +GROUP BY + "feature_235", + CAST("feature_36" AS REAL) +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d6b0792eebb1267e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d6b0792eebb1267e.sql new file mode 100644 index 0000000000000000000000000000000000000000..7350e7edf64bd1b06ae70e67717b445f254775ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d6b0792eebb1267e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_d6b0792eebb1267e +-- problem_id: v2p_n8_9f2e9b284824315a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_98" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_98" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d6c7bd2ba2f3af9c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d6c7bd2ba2f3af9c.sql new file mode 100644 index 0000000000000000000000000000000000000000..52567a60c590e825dde028235830bd3aa7efcb5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d6c7bd2ba2f3af9c.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_d6c7bd2ba2f3af9c +-- problem_id: v2p_n8_c87df694d8711035 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "feature_207" AS "feature_207", + "feature_28" AS "feature_28", + SUM(CAST(NULLIF("feature_26", '') AS REAL)) AS "total_measure" + FROM "n8" + WHERE NULLIF("feature_207", '') IS NOT NULL + AND NULLIF("feature_28", '') IS NOT NULL + AND NULLIF("feature_26", '') IS NOT NULL + GROUP BY "feature_207", "feature_28" +) +SELECT + "feature_207", + "feature_28", + "total_measure", + "total_measure" * 100.0 / SUM("total_measure") OVER (PARTITION BY "feature_207") AS "share_within_group" +FROM "grouped" +ORDER BY "share_within_group" DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d85a0c55ffed9d56.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d85a0c55ffed9d56.sql new file mode 100644 index 0000000000000000000000000000000000000000..278bcd511b74f14d936cf696edf97e575e3f2e61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d85a0c55ffed9d56.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_d85a0c55ffed9d56 +-- problem_id: v2p_n8_29cc6ffdbc90e155 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_14", SUM(CAST(NULLIF("feature_2", '') AS REAL)) AS "total_measure" +FROM "n8" +GROUP BY "feature_14" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d89ed6d76ce88ee3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d89ed6d76ce88ee3.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5f6934a04513d5ce88fe697f081758ac0a0c122 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_d89ed6d76ce88ee3.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_d89ed6d76ce88ee3 +-- problem_id: v2p_n8_1b2d492b0e273abf +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_402" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_402" +), 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_a/n8/sql/v2q_n8_dae8f68a2398ec76.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_dae8f68a2398ec76.sql new file mode 100644 index 0000000000000000000000000000000000000000..bdb1b6555d43bc6ef33aa555ac18b723f2cf867c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_dae8f68a2398ec76.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_dae8f68a2398ec76 +-- problem_id: v2p_n8_dbd31899a3b6a3e3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_12", + COUNT(*) AS support, + AVG("feature_3") AS avg_response +FROM "n8" +GROUP BY "feature_12" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_dc80f846789f5494.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_dc80f846789f5494.sql new file mode 100644 index 0000000000000000000000000000000000000000..7d206a03f8c5ee9c03cbc9e14ff8d58a5a21c088 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_dc80f846789f5494.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_dc80f846789f5494 +-- problem_id: v2p_n8_1b653f0d624b0dbe +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "feature_374", SUM(CAST(NULLIF("feature_79", '') AS REAL)) AS group_value + FROM "n8" + GROUP BY "feature_374" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."feature_374", 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_a/n8/sql/v2q_n8_e1a532dc0fed0a53.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_e1a532dc0fed0a53.sql new file mode 100644 index 0000000000000000000000000000000000000000..0aca88ed923b480992cb576a86494ec8341b72ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_e1a532dc0fed0a53.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_e1a532dc0fed0a53 +-- problem_id: v2p_n8_fc76a884e0849e38 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_18", + COUNT(*) AS support, + AVG("feature_2") AS avg_response +FROM "n8" +GROUP BY "feature_18" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_e3f98d44871b76a2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_e3f98d44871b76a2.sql new file mode 100644 index 0000000000000000000000000000000000000000..015a4bc646829ad298c630f3acfac81130eee639 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_e3f98d44871b76a2.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_e3f98d44871b76a2 +-- problem_id: v2p_n8_1b0177dcb5499594 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_6" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_6" +) +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_a/n8/sql/v2q_n8_e6a3b3c2c7cac8a0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_e6a3b3c2c7cac8a0.sql new file mode 100644 index 0000000000000000000000000000000000000000..b917b9238738425957c25549ba060ac56af300e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_e6a3b3c2c7cac8a0.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_e6a3b3c2c7cac8a0 +-- problem_id: v2p_n8_e30a30878e47e213 +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_236", + "feature_37", + SUM(CAST(NULLIF("feature_35", '') AS REAL)) AS "total_measure", + SUM(CAST(NULLIF("feature_35", '') AS REAL)) * 100.0 + / SUM(SUM(CAST(NULLIF("feature_35", '') AS REAL))) OVER (PARTITION BY "feature_236") AS "share_within_group" +FROM "n8" +WHERE NULLIF("feature_236", '') IS NOT NULL + AND NULLIF("feature_37", '') IS NOT NULL + AND NULLIF("feature_35", '') IS NOT NULL +GROUP BY "feature_236", "feature_37" +ORDER BY "share_within_group" DESC, "feature_236", "feature_37" +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_e8f6cddfe2b22911.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_e8f6cddfe2b22911.sql new file mode 100644 index 0000000000000000000000000000000000000000..c6044e2450ddc8b1ad083eb2c09bbc4e857284a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_e8f6cddfe2b22911.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_e8f6cddfe2b22911 +-- problem_id: v2p_n8_17e7ac7a65361171 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_261" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_261" +), 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_a/n8/sql/v2q_n8_ea1a674cf6baf12c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ea1a674cf6baf12c.sql new file mode 100644 index 0000000000000000000000000000000000000000..0afb4f03d47bdb475568b42887b35407a896bc87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ea1a674cf6baf12c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_ea1a674cf6baf12c +-- problem_id: v2p_n8_76050b937971db52 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_10", + COUNT(*) AS support, + AVG("feature_4") AS avg_response +FROM "n8" +GROUP BY "feature_10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_eb41abbe0b97870b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_eb41abbe0b97870b.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6343f8b82606dad09682490efc08c6ec41928c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_eb41abbe0b97870b.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_eb41abbe0b97870b +-- problem_id: v2p_n8_8250bc52d88d8f7a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_115" AS value_label, COUNT(*) AS support + FROM "n8" + GROUP BY "feature_115" +) +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_a/n8/sql/v2q_n8_ebe0f2300ab86967.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ebe0f2300ab86967.sql new file mode 100644 index 0000000000000000000000000000000000000000..92e7b83c105317dc02ad9757c36d1088df90e0cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ebe0f2300ab86967.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_ebe0f2300ab86967 +-- problem_id: v2p_n8_3d3b29e3ddb03dfb +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_6", SUM(CAST(NULLIF("feature_1", '') AS REAL)) AS "total_measure" +FROM "n8" +GROUP BY "feature_6" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ec635d7ebd2f3f89.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ec635d7ebd2f3f89.sql new file mode 100644 index 0000000000000000000000000000000000000000..f98ed08faf161a995376da8a0e407430fca64483 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ec635d7ebd2f3f89.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_ec635d7ebd2f3f89 +-- problem_id: v2p_n8_e9dbd1529a52b990 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_6", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_147" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_147" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_6" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f02ece75b5d2a50b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f02ece75b5d2a50b.sql new file mode 100644 index 0000000000000000000000000000000000000000..0edf4a13d7d82a66a88b90084c4ca5821827400b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f02ece75b5d2a50b.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_f02ece75b5d2a50b +-- problem_id: v2p_n8_92ad9526e758a187 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_231", "feature_32", + SUM(CAST(NULLIF("feature_30", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("feature_30", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF("feature_30", '') AS REAL))) OVER (PARTITION BY "feature_231") AS share_within_group +FROM "n8" +WHERE NULLIF("feature_231", '') IS NOT NULL + AND NULLIF("feature_32", '') IS NOT NULL + AND NULLIF("feature_30", '') IS NOT NULL +GROUP BY "feature_231", "feature_32" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f0c6304b5e1feb79.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f0c6304b5e1feb79.sql new file mode 100644 index 0000000000000000000000000000000000000000..da072f233b67b12f8c576377f83743f715254d18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f0c6304b5e1feb79.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_f0c6304b5e1feb79 +-- problem_id: v2p_n8_64bc0357fbb7462f +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "feature_232", + "feature_33", + SUM(CAST(NULLIF("feature_31", '') AS REAL)) AS "total_measure" + FROM "n8" + WHERE NULLIF("feature_232", '') IS NOT NULL + AND NULLIF("feature_33", '') IS NOT NULL + AND NULLIF("feature_31", '') IS NOT NULL + GROUP BY "feature_232", "feature_33" +) +SELECT + "feature_232", + "feature_33", + "total_measure", + "total_measure" * 100.0 / SUM("total_measure") OVER (PARTITION BY "feature_232") AS "share_within_group" +FROM "grouped" +ORDER BY "share_within_group" DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f1b46b43ba79b17a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f1b46b43ba79b17a.sql new file mode 100644 index 0000000000000000000000000000000000000000..67d1907a57e9c92cc281898caff00446cd56305b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f1b46b43ba79b17a.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_f1b46b43ba79b17a +-- problem_id: v2p_n8_ac1aa873464ed95b +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_210", "feature_29", + SUM(CAST(NULLIF("feature_27", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("feature_27", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF("feature_27", '') AS REAL))) OVER (PARTITION BY "feature_210") AS share_within_group +FROM "n8" +WHERE NULLIF("feature_27", '') IS NOT NULL +GROUP BY "feature_210", "feature_29" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f20599d7c6e2e77e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f20599d7c6e2e77e.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb808fe62425f8c74f9463907fdc9ce97aa5901a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f20599d7c6e2e77e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_f20599d7c6e2e77e +-- problem_id: v2p_n8_b3dd56eceeb0ab9e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_343", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_438" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_438" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_343" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f7dc9c8ae31a7c13.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f7dc9c8ae31a7c13.sql new file mode 100644 index 0000000000000000000000000000000000000000..ecdd59e4853d1ffb6b0b3634372b87207958cfa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f7dc9c8ae31a7c13.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_f7dc9c8ae31a7c13 +-- problem_id: v2p_n8_11a4bbea1a7eeec2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_53", + COUNT(*) AS total_rows, + SUM(CASE WHEN "feature_490" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "feature_490" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "n8" +GROUP BY "feature_53" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f7f713004a31bc8d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f7f713004a31bc8d.sql new file mode 100644 index 0000000000000000000000000000000000000000..051d35809e891eae4c9137f1f739d3b223bfb852 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_f7f713004a31bc8d.sql @@ -0,0 +1,31 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_f7f713004a31bc8d +-- problem_id: v2p_n8_93c8ffcca4b20f9b +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "feature_372", + SUM(CAST(NULLIF("feature_77", '') AS REAL)) AS "group_value" + FROM "n8" + GROUP BY "feature_372" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT + g."feature_372", + 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_a/n8/sql/v2q_n8_fd4a5d51cb61ecbf.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_fd4a5d51cb61ecbf.sql new file mode 100644 index 0000000000000000000000000000000000000000..d57920c6057330568033a8e573dd28e78eb33cfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_fd4a5d51cb61ecbf.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_fd4a5d51cb61ecbf +-- problem_id: v2p_n8_d5e9efd534ec62f1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_234", + "feature_35", + SUM(CAST(NULLIF("feature_33", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("feature_33", '') AS REAL)) * 100.0 + / SUM(SUM(CAST(NULLIF("feature_33", '') AS REAL))) OVER (PARTITION BY "feature_234") AS share_within_group +FROM "n8" +WHERE NULLIF("feature_234", '') IS NOT NULL + AND NULLIF("feature_35", '') IS NOT NULL + AND NULLIF("feature_33", '') IS NOT NULL +GROUP BY "feature_234", "feature_35" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ff5199dfee10a99c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ff5199dfee10a99c.sql new file mode 100644 index 0000000000000000000000000000000000000000..046f62da3f5f3c4e28482b5465bdcbcd1f32666b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/sql/v2q_n8_ff5199dfee10a99c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n8 +-- 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_n8_ff5199dfee10a99c +-- problem_id: v2p_n8_402937458339cf7e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_1", + COUNT(*) AS support, + AVG("feature_2") AS avg_response +FROM "n8" +GROUP BY "feature_1" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC;