diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2801b4bce9d68669f04d61f46de06bfc9977435 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7065, "bytes_utf8": 7065, "lines": 218, "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": 561, "bytes_utf8": 561, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14148, "cached_input_tokens": 12672, "output_tokens": 548, "reasoning_output_tokens": 394}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b0d5f2d1e8494dd2eab6a9859ddb182314bc4358 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0085f8b8f9686377", + "api_calls": 0, + "input_tokens": 14148, + "cached_input_tokens": 12672, + "output_tokens": 548, + "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": 12382.15, + "sql_execution_elapsed_ms_total": 17.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2192d3c95845b120703baf2b952d23ccb8064b9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:08.728134+00:00", + "ended_at": "2026-05-19T15:36:21.110328+00:00", + "elapsed_ms": 12382.15, + "prompt_metrics": { + "chars": 7065, + "bytes_utf8": 7065, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 941, + "bytes_utf8": 941, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 561, + "bytes_utf8": 561, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14148, + "cached_input_tokens": 12672, + "output_tokens": 548, + "reasoning_output_tokens": 394 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49a342c2701ce3cc9e8dae8bf1ed9fcdeb6aef22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=class, measure_col=attribute3.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "class", + "measure_col": "attribute3", + "item_col": "attribute4", + "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": 86.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00270e8e99b123bf8a4f379a43c0bd4cde03aa3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-5237-7a50-8160-d3e7e5e51f55"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"class\\\", \\\"attribute4\\\",\\n SUM(CAST(\\\"attribute3\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute3\\\" AS REAL))) OVER (PARTITION BY \\\"class\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"class\\\", \\\"attribute4\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"class\\\", item_col=\\\"attribute4\\\", and measure_col=\\\"attribute3\\\". CAST is applied because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14148,"cached_input_tokens":12672,"output_tokens":548,"reasoning_output_tokens":394}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b65704e123c592c0c072f05a92531b71b0d25168 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"class\", \"attribute4\",\n SUM(CAST(\"attribute3\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute3\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute3\" AS REAL))) OVER (PARTITION BY \"class\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"class\", \"attribute4\"\nORDER BY share_within_group DESC;","notes":"Used the required template with group_col=\"class\", item_col=\"attribute4\", and measure_col=\"attribute3\". 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_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..06cebe13ae76789bbc0e427ffead3c2d009f4b8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/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=class, measure_col=attribute3. +Result preview: [{"class": "2", "attribute4": "0", "total_measure": 1013.0, "share_within_group": 100.0}, {"class": "3", "attribute4": "0", "total_measure": 2780.0, "share_within_group": 74.73118279569893}, {"class": "4", "attribute4": "0", "total_measure": 129015.0, "share_within_group": 69.14839449664214}, {"class": "1", "attribute4": "0", "total_measure": 643006.0, "share_within_group": 66.08842404732833}, {"class": "7", "attribute4": "-1", "total_measure": 106.0, "share_within_group": 57.923497267759565}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc1c94baabaaf5e7d54f6dcd894aa1da9dd8ecb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_0085f8b8f9686377 +-- problem_id: v2p_n17_9ca10b1109341ba5 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", "attribute4", + SUM(CAST("attribute3" AS REAL)) AS total_measure, + SUM(CAST("attribute3" AS REAL)) * 100.0 / SUM(SUM(CAST("attribute3" AS REAL))) OVER (PARTITION BY "class") AS share_within_group +FROM "n17" +GROUP BY "class", "attribute4" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..154924bd591965099780e580971f7026646cc34e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/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 \"class\", \"attribute4\",\n SUM(CAST(\"attribute3\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute3\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute3\" AS REAL))) OVER (PARTITION BY \"class\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"class\", \"attribute4\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"class\\\", \\\"attribute4\\\",\\n SUM(CAST(\\\"attribute3\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute3\\\" AS REAL))) OVER (PARTITION BY \\\"class\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"class\\\", \\\"attribute4\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"class\", \"attribute4\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"class\": \"2\", \"attribute4\": \"0\", \"total_measure\": 1013.0, \"share_within_group\": 100.0}, {\"class\": \"3\", \"attribute4\": \"0\", \"total_measure\": 2780.0, \"share_within_group\": 74.73118279569893}, {\"class\": \"4\", \"attribute4\": \"0\", \"total_measure\": 129015.0, \"share_within_group\": 69.14839449664214}, {\"class\": \"1\", \"attribute4\": \"0\", \"total_measure\": 643006.0, \"share_within_group\": 66.08842404732833}, {\"class\": \"7\", \"attribute4\": \"-1\", \"total_measure\": 106.0, \"share_within_group\": 57.923497267759565}, {\"class\": \"5\", \"attribute4\": \"0\", \"total_measure\": 39631.0, \"share_within_group\": 54.25633864520015}, {\"class\": \"6\", \"attribute4\": \"-4\", \"total_measure\": 212.0, \"share_within_group\": 52.216748768472904}, {\"class\": \"7\", \"attribute4\": \"0\", \"total_measure\": 77.0, \"share_within_group\": 42.076502732240435}, {\"class\": \"6\", \"attribute4\": \"-2\", \"total_measure\": 106.0, \"share_within_group\": 26.108374384236452}, {\"class\": \"6\", \"attribute4\": \"0\", \"total_measure\": 88.0, \"share_within_group\": 21.67487684729064}, {\"class\": \"3\", \"attribute4\": \"-1\", \"total_measure\": 406.0, \"share_within_group\": 10.913978494623656}, {\"class\": \"5\", \"attribute4\": \"-1\", \"total_measure\": 4852.0, \"share_within_group\": 6.642571600679043}, {\"class\": \"5\", \"attribute4\": \"1\", \"total_measure\": 4351.0, \"share_within_group\": 5.956683642735885}, {\"class\": \"5\", \"attribute4\": \"-2\", \"total_measure\": 3836.0, \"share_within_group\": 5.251629155029845}, {\"class\": \"1\", \"attribute4\": \"-1\", \"total_measure\": 48849.0, \"share_within_group\": 5.020720531826983}, {\"class\": \"5\", \"attribute4\": \"2\", \"total_measure\": 3347.0, \"share_within_group\": 4.582169651169158}, {\"class\": \"4\", \"attribute4\": \"-1\", \"total_measure\": 8109.0, \"share_within_group\": 4.346194868606527}, {\"class\": \"1\", \"attribute4\": \"1\", \"total_measure\": 37247.0, \"share_within_group\": 3.828262147617344}, {\"class\": \"5\", \"attribute4\": \"-3\", \"total_measure\": 2623.0, \"share_within_group\": 3.590986254860084}, {\"class\": \"4\", \"attribute4\": \"1\", \"total_measure\": 6449.0, \"share_within_group\": 3.45648177428086}, {\"class\": \"1\", \"attribute4\": \"-2\", \"total_measure\": 32677.0, \"share_within_group\": 3.358555647372727}, {\"class\": \"4\", \"attribute4\": \"2\", \"total_measure\": 6176.0, \"share_within_group\": 3.3101614882863375}, {\"class\": \"4\", \"attribute4\": \"-2\", \"total_measure\": 6091.0, \"share_within_group\": 3.2646038900829146}, {\"class\": \"5\", \"attribute4\": \"5\", \"total_measure\": 2197.0, \"share_within_group\": 3.0077761349323695}, {\"class\": \"5\", \"attribute4\": \"6\", \"total_measure\": 2146.0, \"share_within_group\": 2.9379552050818685}, {\"class\": \"1\", \"attribute4\": \"2\", \"total_measure\": 28452.0, \"share_within_group\": 2.924308390582025}, {\"class\": \"3\", \"attribute4\": \"-3\", \"total_measure\": 106.0, \"share_within_group\": 2.849462365591398}, {\"class\": \"3\", \"attribute4\": \"-362\", \"total_measure\": 106.0, \"share_within_group\": 2.849462365591398}, {\"class\": \"5\", \"attribute4\": \"3\", \"total_measure\": 1972.0, \"share_within_group\": 2.6997426208860413}, {\"class\": \"1\", \"attribute4\": \"-3\", \"total_measure\": 25865.0, \"share_within_group\": 2.658415454885564}, {\"class\": \"3\", \"attribute4\": \"-6\", \"total_measure\": 88.0, \"share_within_group\": 2.3655913978494625}, {\"class\": \"4\", \"attribute4\": \"-3\", \"total_measure\": 4299.0, \"share_within_group\": 2.30414252560605}, {\"class\": \"1\", \"attribute4\": \"3\", \"total_measure\": 21363.0, \"share_within_group\": 2.1956980229159213}, {\"class\": \"3\", \"attribute4\": \"2\", \"total_measure\": 79.0, \"share_within_group\": 2.1236559139784945}, {\"class\": \"3\", \"attribute4\": \"-7\", \"total_measure\": 78.0, \"share_within_group\": 2.096774193548387}, {\"class\": \"3\", \"attribute4\": \"-2\", \"total_measure\": 77.0, \"share_within_group\": 2.0698924731182795}, {\"class\": \"5\", \"attribute4\": \"4\", \"total_measure\": 1490.0, \"share_within_group\": 2.039866381906796}, {\"class\": \"1\", \"attribute4\": \"-4\", \"total_measure\": 18596.0, \"share_within_group\": 1.91130461237394}, {\"class\": \"4\", \"attribute4\": \"4\", \"total_measure\": 3378.0, \"share_within_group\": 1.8105125497783756}, {\"class\": \"1\", \"attribute4\": \"5\", \"total_measure\": 17114.0, \"share_within_group\": 1.7589840361458167}, {\"class\": \"1\", \"attribute4\": \"4\", \"total_measure\": 17112.0, \"share_within_group\": 1.7587784753141997}, {\"class\": \"4\", \"attribute4\": \"3\", \"total_measure\": 3254.0, \"share_within_group\": 1.7440520535757356}, {\"class\": \"4\", \"attribute4\": \"-4\", \"total_measure\": 3155.0, \"share_within_group\": 1.6909908509623373}, {\"class\": \"5\", \"attribute4\": \"8\", \"total_measure\": 1146.0, \"share_within_group\": 1.5689173648759651}, {\"class\": \"1\", \"attribute4\": \"6\", \"total_measure\": 15116.0, \"share_within_group\": 1.5536287653605332}, {\"class\": \"4\", \"attribute4\": \"5\", \"total_measure\": 2741.0, \"share_within_group\": 1.4690985491244901}, {\"class\": \"5\", \"attribute4\": \"-7\", \"total_measure\": 1069.0, \"share_within_group\": 1.4635014511801105}, {\"class\": \"1\", \"attribute4\": \"-6\", \"total_measure\": 14214.0, \"share_within_group\": 1.460920830301311}, {\"class\": \"5\", \"attribute4\": \"-4\", \"total_measure\": 1042.0, \"share_within_group\": 1.4265374294945512}, {\"class\": \"1\", \"attribute4\": \"-7\", \"total_measure\": 13866.0, \"share_within_group\": 1.4251532455999705}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 17.2}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..930eac1eeefc5680b4ae1c9090264555c70def1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:36:08.726923+00:00", + "ended_at": "2026-05-19T15:36:21.130940+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_0085f8b8f9686377", + "problem_id": "v2p_n17_9ca10b1109341ba5", + "dataset_id": "n17", + "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=class, measure_col=attribute3.", + "bindings": { + "group_col": "class", + "measure_col": "attribute3", + "item_col": "attribute4", + "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": 86.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_0085f8b8f9686377.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0085f8b8f9686377", + "api_calls": 0, + "input_tokens": 14148, + "cached_input_tokens": 12672, + "output_tokens": 548, + "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": 12382.15, + "sql_execution_elapsed_ms_total": 17.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8204d4c4b7306e34911399e9cffde28ec5232c9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:21.111554+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": 12382.15, "started_at": "2026-05-19T15:36:08.728134+00:00", "ended_at": "2026-05-19T15:36:21.110328+00:00", "prompt_metrics": {"chars": 7065, "bytes_utf8": 7065, "lines": 218, "estimated_tokens": null}, "response_metrics": {"chars": 561, "bytes_utf8": 561, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14148, "cached_input_tokens": 12672, "output_tokens": 548, "reasoning_output_tokens": 394}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"class\\\", \\\"attribute4\\\",\\n SUM(CAST(\\\"attribute3\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute3\\\" AS REAL))) OVER (PARTITION BY \\\"class\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"class\\\", \\\"attribute4\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"class\\\", item_col=\\\"attribute4\\\", and measure_col=\\\"attribute3\\\". CAST is applied because the schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..676e110bfcb5ab61ae553a044feaaefd2a17c5ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0085f8b8f9686377", + "api_calls": 0, + "input_tokens": 14148, + "cached_input_tokens": 12672, + "output_tokens": 548, + "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": 12382.15, + "sql_execution_elapsed_ms_total": 17.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0085f8b8f9686377/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..797dc069aa8b0a3be7b9ae8f50b59bbcdfcd6d21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=attribute3, condition_col=class. +Result preview: [{"attribute3": "83", "condition_ratio": 62.38461538461539}, {"attribute3": "75", "condition_ratio": 45.8}, {"attribute3": "80", "condition_ratio": 11.695652173913043}, {"attribute3": "76", "condition_ratio": 10.215909090909092}, {"attribute3": "82", "condition_ratio": 8.210526315789474}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b62598c690a539be06b2cf8381e617d4f638af64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_03f33b10a85b14ba +-- problem_id: v2p_n17_7ca9e059812828b0 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "attribute3", + SUM(CASE WHEN "class" = '1' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "class" = '4' THEN 1 ELSE 0 END) AS denominator_count + FROM "n17" + GROUP BY "attribute3" +) +SELECT "attribute3", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..95840349600de911761870ba07e6eb02a0ac8914 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"attribute3\",\n SUM(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n17\"\n GROUP BY \"attribute3\"\n)\nSELECT \"attribute3\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"attribute3\\\",\\n SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute3\\\"\\n)\\nSELECT \\\"attribute3\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"attribute3\", \"condition_ratio\"], \"rows\": [{\"attribute3\": \"83\", \"condition_ratio\": 62.38461538461539}, {\"attribute3\": \"75\", \"condition_ratio\": 45.8}, {\"attribute3\": \"80\", \"condition_ratio\": 11.695652173913043}, {\"attribute3\": \"76\", \"condition_ratio\": 10.215909090909092}, {\"attribute3\": \"82\", \"condition_ratio\": 8.210526315789474}, {\"attribute3\": \"81\", \"condition_ratio\": 6.844594594594595}, {\"attribute3\": \"94\", \"condition_ratio\": 6.375}, {\"attribute3\": \"79\", \"condition_ratio\": 6.238993710691824}, {\"attribute3\": \"74\", \"condition_ratio\": 3.909090909090909}, {\"attribute3\": \"91\", \"condition_ratio\": 3.6666666666666665}, {\"attribute3\": \"78\", \"condition_ratio\": 3.139393939393939}, {\"attribute3\": \"77\", \"condition_ratio\": 2.508274231678487}, {\"attribute3\": \"93\", \"condition_ratio\": 1.4375}, {\"attribute3\": \"92\", \"condition_ratio\": 1.0666666666666667}, {\"attribute3\": \"95\", \"condition_ratio\": 0.8903508771929824}, {\"attribute3\": \"97\", \"condition_ratio\": 0.7796610169491526}, {\"attribute3\": \"99\", \"condition_ratio\": 0.6857142857142857}, {\"attribute3\": \"96\", \"condition_ratio\": 0.6349206349206349}, {\"attribute3\": \"98\", \"condition_ratio\": 0.11188811188811189}, {\"attribute3\": \"71\", \"condition_ratio\": 0.0}, {\"attribute3\": \"72\", \"condition_ratio\": 0.0}, {\"attribute3\": \"73\", \"condition_ratio\": 0.0}, {\"attribute3\": \"100\", \"condition_ratio\": null}, {\"attribute3\": \"101\", \"condition_ratio\": null}, {\"attribute3\": \"102\", \"condition_ratio\": null}, {\"attribute3\": \"103\", \"condition_ratio\": null}, {\"attribute3\": \"104\", \"condition_ratio\": null}, {\"attribute3\": \"105\", \"condition_ratio\": null}, {\"attribute3\": \"106\", \"condition_ratio\": null}, {\"attribute3\": \"107\", \"condition_ratio\": null}, {\"attribute3\": \"108\", \"condition_ratio\": null}, {\"attribute3\": \"109\", \"condition_ratio\": null}, {\"attribute3\": \"110\", \"condition_ratio\": null}, {\"attribute3\": \"111\", \"condition_ratio\": null}, {\"attribute3\": \"112\", \"condition_ratio\": null}, {\"attribute3\": \"113\", \"condition_ratio\": null}, {\"attribute3\": \"118\", \"condition_ratio\": null}, {\"attribute3\": \"40\", \"condition_ratio\": null}, {\"attribute3\": \"64\", \"condition_ratio\": null}, {\"attribute3\": \"84\", \"condition_ratio\": null}, {\"attribute3\": \"85\", \"condition_ratio\": null}, {\"attribute3\": \"86\", \"condition_ratio\": null}, {\"attribute3\": \"87\", \"condition_ratio\": null}, {\"attribute3\": \"88\", \"condition_ratio\": null}, {\"attribute3\": \"89\", \"condition_ratio\": null}, {\"attribute3\": \"90\", \"condition_ratio\": null}], \"row_count_returned\": 46, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.54}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aad351a83a6c2afd1d6bc4b5323ca50ce32edd33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:39:56.342773+00:00", + "ended_at": "2026-05-19T15:40:05.696600+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_03f33b10a85b14ba", + "problem_id": "v2p_n17_7ca9e059812828b0", + "dataset_id": "n17", + "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=attribute3, condition_col=class.", + "bindings": { + "group_col": "attribute3", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 42.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=42" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_03f33b10a85b14ba.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_03f33b10a85b14ba", + "api_calls": 0, + "input_tokens": 14238, + "cached_input_tokens": 12672, + "output_tokens": 375, + "total_tokens": 14613, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9330.42, + "sql_execution_elapsed_ms_total": 17.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..177e88daef49421809cb4caa9c541bbcce7c8ef6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:05.676355+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": 9330.42, "started_at": "2026-05-19T15:39:56.344270+00:00", "ended_at": "2026-05-19T15:40:05.674728+00:00", "prompt_metrics": {"chars": 7457, "bytes_utf8": 7457, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 626, "bytes_utf8": 626, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14238, "cached_input_tokens": 12672, "output_tokens": 375, "reasoning_output_tokens": 203}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"attribute3\\\",\\n SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute3\\\"\\n)\\nSELECT \\\"attribute3\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes the ratio of rows with class='1' to rows with class='4' for each attribute3 group, following the planned grouped ratio template.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9406c4c253addfecc75278bb74b67b61158204be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_03f33b10a85b14ba", + "api_calls": 0, + "input_tokens": 14238, + "cached_input_tokens": 12672, + "output_tokens": 375, + "total_tokens": 14613, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9330.42, + "sql_execution_elapsed_ms_total": 17.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6fa415db9e3027772eb43291d7b4bc6252bd224e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:04:10.857308+00:00", + "ended_at": "2026-05-19T16:04:18.587289+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_051af4b36b3776ee", + "problem_id": "v2p_n17_205aafcbe07694f6", + "dataset_id": "n17", + "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=attribute3, measure_col=attribute7.", + "bindings": { + "group_col": "attribute3", + "measure_col": "attribute7", + "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": 42.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae8ef533ff7630e51b7fed9caa984c5d8e1cd9d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:04:14.067103+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3207.81, "started_at": "2026-05-19T16:04:10.858430+00:00", "ended_at": "2026-05-19T16:04:14.066267+00:00", "prompt_metrics": {"chars": 6747, "bytes_utf8": 6747, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-fd10-7680-8a9e-2474b869e2ab\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:04:18.587177+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3517.32, "started_at": "2026-05-19T16:04:15.068878+00:00", "ended_at": "2026-05-19T16:04:18.586246+00:00", "prompt_metrics": {"chars": 6747, "bytes_utf8": 6747, "lines": 216, "estimated_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-0d65-75f0-bba5-8200c1dddce3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab69f5aeeec1bd5af79d36a018376a00e53fc038 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7215, "bytes_utf8": 7215, "lines": 216, "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": 629, "bytes_utf8": 629, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14167, "cached_input_tokens": 13696, "output_tokens": 499, "reasoning_output_tokens": 334}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9251fc16b3b265baf0fdf36d87cb06e280aba7ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_06ecf856077ae419", + "api_calls": 0, + "input_tokens": 14167, + "cached_input_tokens": 13696, + "output_tokens": 499, + "total_tokens": 14666, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18960.85, + "sql_execution_elapsed_ms_total": 8.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fc08fbfcd56aa41c909d1e7c4b5347ed7a55fc14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/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": "2026-05-19T15:47:17.643471+00:00", + "ended_at": "2026-05-19T15:47:36.604373+00:00", + "elapsed_ms": 18960.85, + "prompt_metrics": { + "chars": 7215, + "bytes_utf8": 7215, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1666, + "bytes_utf8": 1666, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 629, + "bytes_utf8": 629, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14167, + "cached_input_tokens": 13696, + "output_tokens": 499, + "reasoning_output_tokens": 334 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00e6a840679ca4cbebae413c338ee24b494d164e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=attribute9, measure_col=attribute7.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute7", + "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": 42.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68cdd3b7a0ccc0f62a35db48adaf61ce818cfaba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40eb-877e-7922-a071-84a8d7c77bab"} +{"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 14802. Please try again in 444ms. 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 1989360, Requested 14802. Please try again in 124ms. 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 \\\"attribute9\\\", SUM(CAST(\\\"attribute7\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute9\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute9\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the required template with group_col=\\\"attribute9\\\" and measure_col=\\\"attribute7\\\". Cast \\\"attribute7\\\" to REAL because the SQLite schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14167,"cached_input_tokens":13696,"output_tokens":499,"reasoning_output_tokens":334}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fc29858b613a642b4f32ff0a68a20cb47ec4ffb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"attribute9\", SUM(CAST(\"attribute7\" AS REAL)) AS group_value\n FROM \"n17\"\n GROUP BY \"attribute9\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"attribute9\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Used the required template with group_col=\"attribute9\" and measure_col=\"attribute7\". Cast \"attribute7\" to REAL because the SQLite schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3799198f5dd0771219279bef0184fb306a127019 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/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=attribute9, measure_col=attribute7. +Result preview: [{"attribute9": "0", "group_value": 195330.0}, {"attribute9": "2", "group_value": 144639.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..950cbdc394a2e68a672c2823270575e1cbe9ca40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_06ecf856077ae419 +-- problem_id: v2p_n17_3c744692c01847b0 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "attribute9", SUM(CAST("attribute7" AS REAL)) AS group_value + FROM "n17" + GROUP BY "attribute9" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."attribute9", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfdd8a60e58ca815ca00f19605bfaa55faa53ec1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/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 \"attribute9\", SUM(CAST(\"attribute7\" AS REAL)) AS group_value\n FROM \"n17\"\n GROUP BY \"attribute9\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"attribute9\", 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 \\\"attribute9\\\", SUM(CAST(\\\"attribute7\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute9\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute9\\\", 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\": [\"attribute9\", \"group_value\"], \"rows\": [{\"attribute9\": \"0\", \"group_value\": 195330.0}, {\"attribute9\": \"2\", \"group_value\": 144639.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.4}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a36cca4923b548645865e431428509f96b00c76d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:47:17.642218+00:00", + "ended_at": "2026-05-19T15:47:36.616468+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_06ecf856077ae419", + "problem_id": "v2p_n17_3c744692c01847b0", + "dataset_id": "n17", + "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=attribute9, measure_col=attribute7.", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute7", + "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": 42.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_06ecf856077ae419.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_06ecf856077ae419", + "api_calls": 0, + "input_tokens": 14167, + "cached_input_tokens": 13696, + "output_tokens": 499, + "total_tokens": 14666, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18960.85, + "sql_execution_elapsed_ms_total": 8.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5cab85495b87617eb9af5393c8ebf9db4b58ca34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:36.605676+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": 18960.85, "started_at": "2026-05-19T15:47:17.643471+00:00", "ended_at": "2026-05-19T15:47:36.604373+00:00", "prompt_metrics": {"chars": 7215, "bytes_utf8": 7215, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 629, "bytes_utf8": 629, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14167, "cached_input_tokens": 13696, "output_tokens": 499, "reasoning_output_tokens": 334}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"attribute9\\\", SUM(CAST(\\\"attribute7\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute9\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute9\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the required template with group_col=\\\"attribute9\\\" and measure_col=\\\"attribute7\\\". Cast \\\"attribute7\\\" to REAL because the SQLite schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5ed95cffb41b8f323268d13ac325e4076afb322e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_06ecf856077ae419", + "api_calls": 0, + "input_tokens": 14167, + "cached_input_tokens": 13696, + "output_tokens": 499, + "total_tokens": 14666, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18960.85, + "sql_execution_elapsed_ms_total": 8.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06ecf856077ae419/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..512b16422d924e9d81a99542863f759cdaa9a3e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/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=attribute5, measure_col=attribute5. +Result preview: [{"attribute5": "46", "total_measure": 79166.0}, {"attribute5": "42", "total_measure": 66024.0}, {"attribute5": "44", "total_measure": 65076.0}, {"attribute5": "50", "total_measure": 51150.0}, {"attribute5": "38", "total_measure": 43890.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4856d2cc8339eba355b2081e49f2f36e89118cb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_0ad345987cb77c95 +-- problem_id: v2p_n17_41a0c6b5cd3e35a5 +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute5", SUM(CAST("attribute5" AS REAL)) AS "total_measure" +FROM "n17" +GROUP BY "attribute5" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9c7ee0e552f56cdd7c68f0472369466ebcecd14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/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 \"attribute5\", SUM(CAST(\"attribute5\" AS REAL)) AS \"total_measure\"\nFROM \"n17\"\nGROUP BY \"attribute5\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute5\\\", SUM(CAST(\\\"attribute5\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"attribute5\", \"total_measure\"], \"rows\": [{\"attribute5\": \"46\", \"total_measure\": 79166.0}, {\"attribute5\": \"42\", \"total_measure\": 66024.0}, {\"attribute5\": \"44\", \"total_measure\": 65076.0}, {\"attribute5\": \"50\", \"total_measure\": 51150.0}, {\"attribute5\": \"38\", \"total_measure\": 43890.0}, {\"attribute5\": \"54\", \"total_measure\": 43524.0}, {\"attribute5\": \"52\", \"total_measure\": 40196.0}, {\"attribute5\": \"56\", \"total_measure\": 24920.0}, {\"attribute5\": \"36\", \"total_measure\": 19440.0}, {\"attribute5\": \"34\", \"total_measure\": 13838.0}, {\"attribute5\": \"28\", \"total_measure\": 9744.0}, {\"attribute5\": \"70\", \"total_measure\": 8190.0}, {\"attribute5\": \"26\", \"total_measure\": 7670.0}, {\"attribute5\": \"30\", \"total_measure\": 7320.0}, {\"attribute5\": \"24\", \"total_measure\": 7080.0}, {\"attribute5\": \"72\", \"total_measure\": 6840.0}, {\"attribute5\": \"20\", \"total_measure\": 5880.0}, {\"attribute5\": \"18\", \"total_measure\": 4158.0}, {\"attribute5\": \"60\", \"total_measure\": 3300.0}, {\"attribute5\": \"16\", \"total_measure\": 3088.0}, {\"attribute5\": \"62\", \"total_measure\": 2542.0}, {\"attribute5\": \"12\", \"total_measure\": 2088.0}, {\"attribute5\": \"64\", \"total_measure\": 1920.0}, {\"attribute5\": \"10\", \"total_measure\": 1920.0}, {\"attribute5\": \"68\", \"total_measure\": 1768.0}, {\"attribute5\": \"8\", \"total_measure\": 1680.0}, {\"attribute5\": \"6\", \"total_measure\": 1038.0}, {\"attribute5\": \"310\", \"total_measure\": 310.0}, {\"attribute5\": \"2\", \"total_measure\": 280.0}, {\"attribute5\": \"98\", \"total_measure\": 98.0}, {\"attribute5\": \"0\", \"total_measure\": 0.0}, {\"attribute5\": \"-2\", \"total_measure\": -356.0}, {\"attribute5\": \"-6\", \"total_measure\": -522.0}, {\"attribute5\": \"-32\", \"total_measure\": -576.0}, {\"attribute5\": \"-36\", \"total_measure\": -648.0}, {\"attribute5\": \"-4\", \"total_measure\": -704.0}, {\"attribute5\": \"-12\", \"total_measure\": -708.0}, {\"attribute5\": \"-30\", \"total_measure\": -720.0}, {\"attribute5\": \"-46\", \"total_measure\": -736.0}, {\"attribute5\": \"-10\", \"total_measure\": -770.0}, {\"attribute5\": \"-28\", \"total_measure\": -784.0}, {\"attribute5\": \"-38\", \"total_measure\": -950.0}, {\"attribute5\": \"-14\", \"total_measure\": -1050.0}, {\"attribute5\": \"-18\", \"total_measure\": -1062.0}, {\"attribute5\": \"-24\", \"total_measure\": -1152.0}, {\"attribute5\": \"-20\", \"total_measure\": -1340.0}, {\"attribute5\": \"-22\", \"total_measure\": -1958.0}, {\"attribute5\": \"-42\", \"total_measure\": -3612.0}, {\"attribute5\": \"-40\", \"total_measure\": -4600.0}], \"row_count_returned\": 49, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.73}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a421e3c098c4674bfa7f9b1f5d005f411e3d0e89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:29:43.212045+00:00", + "ended_at": "2026-05-19T15:29:56.835123+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_0ad345987cb77c95", + "problem_id": "v2p_n17_41a0c6b5cd3e35a5", + "dataset_id": "n17", + "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=attribute5, measure_col=attribute5.", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute5", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_d/n17/sql/v2q_n17_0ad345987cb77c95.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0ad345987cb77c95", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 336, + "total_tokens": 14367, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13602.26, + "sql_execution_elapsed_ms_total": 14.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0760bc251eb4d6583435bb05f5f72cd3652c79cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:56.817351+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": 13602.26, "started_at": "2026-05-19T15:29:43.213512+00:00", "ended_at": "2026-05-19T15:29:56.815804+00:00", "prompt_metrics": {"chars": 6661, "bytes_utf8": 6661, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 336, "reasoning_output_tokens": 230}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute5\\\", SUM(CAST(\\\"attribute5\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col=\\\"attribute5\\\" and measure_col=\\\"attribute5\\\". CAST to REAL is applied because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f8b1cf754f566d76c3bca53b0efc8f80535dfa63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0ad345987cb77c95", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 336, + "total_tokens": 14367, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13602.26, + "sql_execution_elapsed_ms_total": 14.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c9b4652bfdce92c3c0d7d7e10de44f3f1decf6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7218, "bytes_utf8": 7218, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 614, "bytes_utf8": 614, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14169, "cached_input_tokens": 12672, "output_tokens": 478, "reasoning_output_tokens": 317}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4ab712d1751c48795dc5ba742e50bf6b545f0aef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0af05389c01d5b60", + "api_calls": 0, + "input_tokens": 14169, + "cached_input_tokens": 12672, + "output_tokens": 478, + "total_tokens": 14647, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11567.94, + "sql_execution_elapsed_ms_total": 7.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cd630d15681e356620ccc1d463059cdb3dfbf180 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/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": "2026-05-19T15:46:41.891819+00:00", + "ended_at": "2026-05-19T15:46:53.459812+00:00", + "elapsed_ms": 11567.94, + "prompt_metrics": { + "chars": 7218, + "bytes_utf8": 7218, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 981, + "bytes_utf8": 981, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 614, + "bytes_utf8": 614, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14169, + "cached_input_tokens": 12672, + "output_tokens": 478, + "reasoning_output_tokens": 317 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d97463d2c2f4c79dc825a43444477e47d15dae5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=attribute7, measure_col=attribute5.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "attribute7", + "measure_col": "attribute5", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5387437728be03080b7a2d277b63951888d28b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-fbf7-78c3-a719-8ab562330690"} +{"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 \\\"attribute7\\\", SUM(CAST(\\\"attribute5\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute7\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute7\\\", 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 planned template with group_col=\\\"attribute7\\\" and measure_col=\\\"attribute5\\\". CAST was added because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14169,"cached_input_tokens":12672,"output_tokens":478,"reasoning_output_tokens":317}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f836c622f7f120ad03e85bc7cd4b769ab95ea031 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"attribute7\", SUM(CAST(\"attribute5\" AS REAL)) AS group_value\n FROM \"n17\"\n GROUP BY \"attribute7\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"attribute7\", 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 planned template with group_col=\"attribute7\" and measure_col=\"attribute5\". CAST was added because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..de885b8e819b5dc892151ba773a7317ad971b13a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/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 filtered_stable_view. Focus on group_col=attribute7, measure_col=attribute5. +Result preview: [{"attribute7": "40", "group_value": 44764.0}, {"attribute7": "41", "group_value": 37174.0}, {"attribute7": "39", "group_value": 30192.0}, {"attribute7": "42", "group_value": 27918.0}, {"attribute7": "38", "group_value": 27784.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bd2a262109a71d1fbc8b8040a4c862aa91daf19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n17_0af05389c01d5b60 +-- problem_id: v2p_n17_469386a3ec2c60d0 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "attribute7", SUM(CAST("attribute5" AS REAL)) AS group_value + FROM "n17" + GROUP BY "attribute7" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."attribute7", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f87f93dd801ab46d86df532da970502053403fd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/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 \"attribute7\", SUM(CAST(\"attribute5\" AS REAL)) AS group_value\n FROM \"n17\"\n GROUP BY \"attribute7\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"attribute7\", 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;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"attribute7\\\", SUM(CAST(\\\"attribute5\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute7\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute7\\\", 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;\", \"columns\": [\"attribute7\", \"group_value\"], \"rows\": [{\"attribute7\": \"40\", \"group_value\": 44764.0}, {\"attribute7\": \"41\", \"group_value\": 37174.0}, {\"attribute7\": \"39\", \"group_value\": 30192.0}, {\"attribute7\": \"42\", \"group_value\": 27918.0}, {\"attribute7\": \"38\", \"group_value\": 27784.0}, {\"attribute7\": \"37\", \"group_value\": 27118.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.6}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b6dc1c6b45a03d5201a3ce7aed430badd6299d27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:46:41.889443+00:00", + "ended_at": "2026-05-19T15:46:53.470389+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_0af05389c01d5b60", + "problem_id": "v2p_n17_469386a3ec2c60d0", + "dataset_id": "n17", + "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=attribute7, measure_col=attribute5.", + "bindings": { + "group_col": "attribute7", + "measure_col": "attribute5", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_0af05389c01d5b60.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0af05389c01d5b60", + "api_calls": 0, + "input_tokens": 14169, + "cached_input_tokens": 12672, + "output_tokens": 478, + "total_tokens": 14647, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11567.94, + "sql_execution_elapsed_ms_total": 7.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99d8ba13423d3cf66e4a9c5d57b229913939f231 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:53.460812+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": 11567.94, "started_at": "2026-05-19T15:46:41.891819+00:00", "ended_at": "2026-05-19T15:46:53.459812+00:00", "prompt_metrics": {"chars": 7218, "bytes_utf8": 7218, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 614, "bytes_utf8": 614, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14169, "cached_input_tokens": 12672, "output_tokens": 478, "reasoning_output_tokens": 317}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"attribute7\\\", SUM(CAST(\\\"attribute5\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute7\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute7\\\", 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 planned template with group_col=\\\"attribute7\\\" and measure_col=\\\"attribute5\\\". CAST was added because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..72dce3783caa7a4457c520b84e4f1b5c60f4e5d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0af05389c01d5b60", + "api_calls": 0, + "input_tokens": 14169, + "cached_input_tokens": 12672, + "output_tokens": 478, + "total_tokens": 14647, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11567.94, + "sql_execution_elapsed_ms_total": 7.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0af05389c01d5b60/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3b1911492dee52fb2834d2ea558a305b63aa5c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/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 filtered_stable_view. Focus on group_col=attribute9, measure_col=attribute7. +Result preview: [{"attribute9": "0", "group_value": 195330.0}, {"attribute9": "2", "group_value": 144639.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c29ef30e4049071ecef89d682760813390652d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/generated_sql.sql @@ -0,0 +1,27 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n17_0b38a09b97a1972c +-- problem_id: v2p_n17_408f5829bba177e2 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "attribute9", SUM(CAST("attribute7" AS REAL)) AS "group_value" + FROM "n17" + WHERE "attribute9" IS NOT NULL AND "attribute7" IS NOT NULL + GROUP BY "attribute9" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."attribute9", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.05 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c70e9ff2dd40288987adde6d72b80562b71af966 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/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 \"attribute9\", SUM(CAST(\"attribute7\" AS REAL)) AS \"group_value\"\n FROM \"n17\"\n WHERE \"attribute9\" IS NOT NULL AND \"attribute7\" IS NOT NULL\n GROUP BY \"attribute9\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"attribute9\", 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;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"attribute9\\\", SUM(CAST(\\\"attribute7\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute9\\\" IS NOT NULL AND \\\"attribute7\\\" IS NOT NULL\\n GROUP BY \\\"attribute9\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"attribute9\\\", 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;\", \"columns\": [\"attribute9\", \"group_value\"], \"rows\": [{\"attribute9\": \"0\", \"group_value\": 195330.0}, {\"attribute9\": \"2\", \"group_value\": 144639.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.09}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0f24309e1b94cfb27c38bbfae4378dcf0ec900ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:47:36.617475+00:00", + "ended_at": "2026-05-19T15:47:54.654920+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_0b38a09b97a1972c", + "problem_id": "v2p_n17_408f5829bba177e2", + "dataset_id": "n17", + "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=attribute9, measure_col=attribute7.", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute7", + "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": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_0b38a09b97a1972c.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0b38a09b97a1972c", + "api_calls": 0, + "input_tokens": 14169, + "cached_input_tokens": 13696, + "output_tokens": 640, + "total_tokens": 14809, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18023.39, + "sql_execution_elapsed_ms_total": 9.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b26f1e6ad5c949e86a1f29004600d55876f2a0ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:54.643792+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": 18023.39, "started_at": "2026-05-19T15:47:36.619216+00:00", "ended_at": "2026-05-19T15:47:54.642654+00:00", "prompt_metrics": {"chars": 7218, "bytes_utf8": 7218, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 739, "bytes_utf8": 739, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14169, "cached_input_tokens": 13696, "output_tokens": 640, "reasoning_output_tokens": 430}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"attribute9\\\", SUM(CAST(\\\"attribute7\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute9\\\" IS NOT NULL AND \\\"attribute7\\\" IS NOT NULL\\n GROUP BY \\\"attribute9\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"attribute9\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Used the requested template with group_col=\\\"attribute9\\\" and measure_col=\\\"attribute7\\\". Cast \\\"attribute7\\\" from TEXT to REAL for numeric aggregation and filtered NULLs for stability.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..197df2883848343b4302dd29621159924daf832c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0b38a09b97a1972c", + "api_calls": 0, + "input_tokens": 14169, + "cached_input_tokens": 13696, + "output_tokens": 640, + "total_tokens": 14809, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18023.39, + "sql_execution_elapsed_ms_total": 9.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..038bed318149c357ced6aef566fc9f3cad44ce5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7455, "bytes_utf8": 7455, "lines": 219, "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": 772, "bytes_utf8": 772, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14238, "cached_input_tokens": 13696, "output_tokens": 654, "reasoning_output_tokens": 432}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad56b709072492a62eec9831dce992b8acf881ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0c6ba368987640ae", + "api_calls": 0, + "input_tokens": 14238, + "cached_input_tokens": 13696, + "output_tokens": 654, + "total_tokens": 14892, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11884.37, + "sql_execution_elapsed_ms_total": 11.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b7bd552042667624b5dad7b70241bab96ff36cd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/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": "2026-05-19T15:39:44.442438+00:00", + "ended_at": "2026-05-19T15:39:56.326838+00:00", + "elapsed_ms": 11884.37, + "prompt_metrics": { + "chars": 7455, + "bytes_utf8": 7455, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1176, + "bytes_utf8": 1176, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 772, + "bytes_utf8": 772, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14238, + "cached_input_tokens": 13696, + "output_tokens": 654, + "reasoning_output_tokens": 432 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8052865844c0f6d1714fda7c3497cc914ecbd593 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=attribute2, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "attribute2", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d84c5e28e188711328fdbf899b077c24b581e96f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-9cce-7520-b28b-3545822e1e9b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"attribute2\\\",\\n SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute2\\\"\\n)\\nSELECT\\n \\\"attribute2\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC\\nLIMIT 11;\",\"notes\":\"Uses the planned grouped ratio template with group_col=\\\"attribute2\\\" and condition_col=\\\"class\\\", computing count(class='1') divided by count(class='4') for each attribute2 value. NULLIF prevents division by zero, and LIMIT 11 follows the bound top_k value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14238,"cached_input_tokens":13696,"output_tokens":654,"reasoning_output_tokens":432}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9455bb7ddcf7281c6e89b383895228fdd2e11e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH \"grouped\" AS (\n SELECT\n \"attribute2\",\n SUM(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS \"numerator_count\",\n SUM(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS \"denominator_count\"\n FROM \"n17\"\n GROUP BY \"attribute2\"\n)\nSELECT\n \"attribute2\",\n CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM \"grouped\"\nORDER BY \"condition_ratio\" DESC\nLIMIT 11;","notes":"Uses the planned grouped ratio template with group_col=\"attribute2\" and condition_col=\"class\", computing count(class='1') divided by count(class='4') for each attribute2 value. NULLIF prevents division by zero, and LIMIT 11 follows the bound top_k value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2689da86a387de22a1737943db655775df77d83b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=attribute2, condition_col=class. +Result preview: [{"attribute2": "-4", "condition_ratio": 17.5}, {"attribute2": "-5", "condition_ratio": 16.666666666666668}, {"attribute2": "1", "condition_ratio": 14.421052631578947}, {"attribute2": "5", "condition_ratio": 12.379310344827585}, {"attribute2": "2", "condition_ratio": 11.447368421052632}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3aeca29da79d93f8ff3ae8a9e2172659dcb098ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/generated_sql.sql @@ -0,0 +1,27 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_0c6ba368987640ae +-- problem_id: v2p_n17_606e277396bd908b +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "attribute2", + SUM(CASE WHEN "class" = '1' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "class" = '4' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "n17" + GROUP BY "attribute2" +) +SELECT + "attribute2", + CAST("numerator_count" AS FLOAT) / NULLIF("denominator_count", 0) AS "condition_ratio" +FROM "grouped" +ORDER BY "condition_ratio" DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..554743abf3632d8881bdaaac32423efc50c0ffe3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH \"grouped\" AS (\n SELECT\n \"attribute2\",\n SUM(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS \"numerator_count\",\n SUM(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS \"denominator_count\"\n FROM \"n17\"\n GROUP BY \"attribute2\"\n)\nSELECT\n \"attribute2\",\n CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM \"grouped\"\nORDER BY \"condition_ratio\" DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"attribute2\\\",\\n SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute2\\\"\\n)\\nSELECT\\n \\\"attribute2\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC\\nLIMIT 11;\", \"columns\": [\"attribute2\", \"condition_ratio\"], \"rows\": [{\"attribute2\": \"-4\", \"condition_ratio\": 17.5}, {\"attribute2\": \"-5\", \"condition_ratio\": 16.666666666666668}, {\"attribute2\": \"1\", \"condition_ratio\": 14.421052631578947}, {\"attribute2\": \"5\", \"condition_ratio\": 12.379310344827585}, {\"attribute2\": \"2\", \"condition_ratio\": 11.447368421052632}, {\"attribute2\": \"3\", \"condition_ratio\": 8.46808510638298}, {\"attribute2\": \"-2\", \"condition_ratio\": 8.339285714285714}, {\"attribute2\": \"-3\", \"condition_ratio\": 8.2}, {\"attribute2\": \"4\", \"condition_ratio\": 7.24}, {\"attribute2\": \"-6\", \"condition_ratio\": 7.0}, {\"attribute2\": \"-1\", \"condition_ratio\": 6.68141592920354}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.21}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..600c8b6fee449d103d54f9eeae9325254528a3fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:39:44.441126+00:00", + "ended_at": "2026-05-19T15:39:56.341772+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_0c6ba368987640ae", + "problem_id": "v2p_n17_606e277396bd908b", + "dataset_id": "n17", + "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=attribute2, condition_col=class.", + "bindings": { + "group_col": "attribute2", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=41" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_0c6ba368987640ae.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0c6ba368987640ae", + "api_calls": 0, + "input_tokens": 14238, + "cached_input_tokens": 13696, + "output_tokens": 654, + "total_tokens": 14892, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11884.37, + "sql_execution_elapsed_ms_total": 11.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5f4b56243476391f4a70309d3060ba4363cb468 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:56.328187+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": 11884.37, "started_at": "2026-05-19T15:39:44.442438+00:00", "ended_at": "2026-05-19T15:39:56.326838+00:00", "prompt_metrics": {"chars": 7455, "bytes_utf8": 7455, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 772, "bytes_utf8": 772, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14238, "cached_input_tokens": 13696, "output_tokens": 654, "reasoning_output_tokens": 432}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"attribute2\\\",\\n SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute2\\\"\\n)\\nSELECT\\n \\\"attribute2\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC\\nLIMIT 11;\",\"notes\":\"Uses the planned grouped ratio template with group_col=\\\"attribute2\\\" and condition_col=\\\"class\\\", computing count(class='1') divided by count(class='4') for each attribute2 value. NULLIF prevents division by zero, and LIMIT 11 follows the bound top_k value.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5b4488f62111c47a47233f562bf65aaf17e9ef4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0c6ba368987640ae", + "api_calls": 0, + "input_tokens": 14238, + "cached_input_tokens": 13696, + "output_tokens": 654, + "total_tokens": 14892, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11884.37, + "sql_execution_elapsed_ms_total": 11.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0c6ba368987640ae/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..227294d5b84e24816b09796b8eccae19c4398837 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute9, condition_col=class. +Result preview: [{"attribute9": "0", "condition_rate": 1.0}, {"attribute9": "-264", "condition_rate": 1.0}, {"attribute9": "-14", "condition_rate": 1.0}, {"attribute9": "2", "condition_rate": 0.998654467168999}, {"attribute9": "26", "condition_rate": 0.9193548387096774}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f470ab1fe4f5d651da57749e5873ed562bb579f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n17_0daf43db9507119c +-- problem_id: v2p_n17_a40de499d0a9fd4f +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute9", + AVG(CASE WHEN "class" = '1' THEN 1.0 ELSE 0.0 END) AS "condition_rate" +FROM "n17" +GROUP BY "attribute9" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..95f38e2d573a67926f47f98077e5a9536d16e934 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/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_m4_group_condition_rate\nSELECT \"attribute9\",\n AVG(CASE WHEN \"class\" = '1' THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"n17\"\nGROUP BY \"attribute9\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"attribute9\\\",\\n AVG(CASE WHEN \\\"class\\\" = '1' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute9\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"attribute9\", \"condition_rate\"], \"rows\": [{\"attribute9\": \"0\", \"condition_rate\": 1.0}, {\"attribute9\": \"-264\", \"condition_rate\": 1.0}, {\"attribute9\": \"-14\", \"condition_rate\": 1.0}, {\"attribute9\": \"2\", \"condition_rate\": 0.998654467168999}, {\"attribute9\": \"26\", \"condition_rate\": 0.9193548387096774}, {\"attribute9\": \"24\", \"condition_rate\": 0.8732394366197183}, {\"attribute9\": \"16\", \"condition_rate\": 0.8561151079136691}, {\"attribute9\": \"22\", \"condition_rate\": 0.8506493506493507}, {\"attribute9\": \"18\", \"condition_rate\": 0.8505747126436781}, {\"attribute9\": \"44\", \"condition_rate\": 0.7894736842105263}, {\"attribute9\": \"8\", \"condition_rate\": 0.7572815533980582}, {\"attribute9\": \"28\", \"condition_rate\": 0.6944444444444444}, {\"attribute9\": \"14\", \"condition_rate\": 0.6522911051212938}, {\"attribute9\": \"36\", \"condition_rate\": 0.5691056910569106}, {\"attribute9\": \"4\", \"condition_rate\": 0.5620608899297423}, {\"attribute9\": \"20\", \"condition_rate\": 0.5542168674698795}, {\"attribute9\": \"6\", \"condition_rate\": 0.5452380952380952}, {\"attribute9\": \"40\", \"condition_rate\": 0.5263157894736842}, {\"attribute9\": \"30\", \"condition_rate\": 0.5095541401273885}, {\"attribute9\": \"42\", \"condition_rate\": 0.5}, {\"attribute9\": \"12\", \"condition_rate\": 0.48220064724919093}, {\"attribute9\": \"32\", \"condition_rate\": 0.45320197044334976}, {\"attribute9\": \"10\", \"condition_rate\": 0.4485981308411215}, {\"attribute9\": \"34\", \"condition_rate\": 0.41116751269035534}, {\"attribute9\": \"54\", \"condition_rate\": 0.35}, {\"attribute9\": \"60\", \"condition_rate\": 0.30158730158730157}, {\"attribute9\": \"52\", \"condition_rate\": 0.27586206896551724}, {\"attribute9\": \"50\", \"condition_rate\": 0.1568627450980392}, {\"attribute9\": \"46\", \"condition_rate\": 0.11475409836065574}, {\"attribute9\": \"58\", \"condition_rate\": 0.10810810810810811}, {\"attribute9\": \"62\", \"condition_rate\": 0.08771929824561403}, {\"attribute9\": \"38\", \"condition_rate\": 0.08695652173913043}, {\"attribute9\": \"98\", \"condition_rate\": 0.0}, {\"attribute9\": \"96\", \"condition_rate\": 0.0}, {\"attribute9\": \"94\", \"condition_rate\": 0.0}, {\"attribute9\": \"92\", \"condition_rate\": 0.0}, {\"attribute9\": \"90\", \"condition_rate\": 0.0}, {\"attribute9\": \"88\", \"condition_rate\": 0.0}, {\"attribute9\": \"86\", \"condition_rate\": 0.0}, {\"attribute9\": \"84\", \"condition_rate\": 0.0}, {\"attribute9\": \"82\", \"condition_rate\": 0.0}, {\"attribute9\": \"80\", \"condition_rate\": 0.0}, {\"attribute9\": \"78\", \"condition_rate\": 0.0}, {\"attribute9\": \"76\", \"condition_rate\": 0.0}, {\"attribute9\": \"74\", \"condition_rate\": 0.0}, {\"attribute9\": \"72\", \"condition_rate\": 0.0}, {\"attribute9\": \"70\", \"condition_rate\": 0.0}, {\"attribute9\": \"68\", \"condition_rate\": 0.0}, {\"attribute9\": \"66\", \"condition_rate\": 0.0}, {\"attribute9\": \"64\", \"condition_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.75}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4765adcdd2f83995e189c6e2f569cfa3897ce9b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:57:38.705568+00:00", + "ended_at": "2026-05-19T15:57:53.882331+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_0daf43db9507119c", + "problem_id": "v2p_n17_a40de499d0a9fd4f", + "dataset_id": "n17", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute9, condition_col=class.", + "bindings": { + "group_col": "attribute9", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 14.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_0daf43db9507119c.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0daf43db9507119c", + "api_calls": 0, + "input_tokens": 14091, + "cached_input_tokens": 12288, + "output_tokens": 370, + "total_tokens": 14461, + "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": 14164.53, + "sql_execution_elapsed_ms_total": 6.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b22d781266601ce7ed37356a06d3aa5c575398e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:57:41.987193+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3279.89, "started_at": "2026-05-19T15:57:38.706490+00:00", "ended_at": "2026-05-19T15:57:41.986403+00:00", "prompt_metrics": {"chars": 6901, "bytes_utf8": 6901, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f5-0120-71b2-ae7a-c1715e21d7d5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:57:53.874020+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": 10884.64, "started_at": "2026-05-19T15:57:42.988208+00:00", "ended_at": "2026-05-19T15:57:53.872885+00:00", "prompt_metrics": {"chars": 6901, "bytes_utf8": 6901, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14091, "cached_input_tokens": 12288, "output_tokens": 370, "reasoning_output_tokens": 258}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"attribute9\\\",\\n AVG(CASE WHEN \\\"class\\\" = '1' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute9\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Groups by \\\"attribute9\\\" and computes the within-group proportion of rows where \\\"class\\\" = '1' using the requested Grouped Condition Rate template.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..71651b50afee6a00fd72be09c25ffafe3ee4cb2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0daf43db9507119c", + "api_calls": 0, + "input_tokens": 14091, + "cached_input_tokens": 12288, + "output_tokens": 370, + "total_tokens": 14461, + "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": 14164.53, + "sql_execution_elapsed_ms_total": 6.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dee6b7db63d69111780a05d6180a3b43ce6aa5a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6837, "bytes_utf8": 6837, "lines": 216, "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": 535, "bytes_utf8": 535, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14069, "cached_input_tokens": 12672, "output_tokens": 549, "reasoning_output_tokens": 413}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c9f563f87677905d8de73bf9bbb7f8100ad07cd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0dcdca770e1d401b", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 549, + "total_tokens": 14618, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12900.07, + "sql_execution_elapsed_ms_total": 4.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bebff9767cf9338491e1f9929331b800c55e324d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:19.041228+00:00", + "ended_at": "2026-05-19T15:56:31.941325+00:00", + "elapsed_ms": 12900.07, + "prompt_metrics": { + "chars": 6837, + "bytes_utf8": 6837, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 899, + "bytes_utf8": 899, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 535, + "bytes_utf8": 535, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 549, + "reasoning_output_tokens": 413 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..914c3c391eddae8d1a26cafa057c848d9e71eec8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=attribute4, measure_col=attribute4.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute4", + "measure_col": "attribute4", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba4df46cf625758ba7f4ef65dffa03bcab524aa1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-c9eb-7070-977b-dc22b297dcdb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"attribute4\\\",\\n CAST(\\\"attribute4\\\" AS REAL) AS \\\"percentile_measure\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are \\\"attribute4\\\", every row within a group has the same measure value, so the 0.9 percentile for each group is exactly that group's \\\"attribute4\\\" value. CAST is used for numeric ordering because the column is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14069,"cached_input_tokens":12672,"output_tokens":549,"reasoning_output_tokens":413}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..824467628e459b72d5d058c37f17ff662126fa66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT\n \"attribute4\",\n CAST(\"attribute4\" AS REAL) AS \"percentile_measure\"\nFROM \"n17\"\nGROUP BY \"attribute4\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are \"attribute4\", every row within a group has the same measure value, so the 0.9 percentile for each group is exactly that group's \"attribute4\" value. CAST is used for numeric ordering because the column is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0dcdca770e1d401b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..60b327fb9a80284d8a78e18fbae94a5022679698 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/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": "2026-05-19T15:58:01.273113+00:00", + "ended_at": "2026-05-19T15:58:04.543051+00:00", + "elapsed_ms": 3269.85, + "returncode": 1, + "prompt_metrics": { + "chars": 6877, + "bytes_utf8": 6877, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e8ef68a42fad4ff38acca7d7eeeffffaf9573690 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:05.546089+00:00", + "ended_at": "2026-05-19T15:58:08.746696+00:00", + "elapsed_ms": 3200.56, + "returncode": 1, + "prompt_metrics": { + "chars": 6877, + "bytes_utf8": 6877, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9e01a8b73492b97e21332ed61fce253e861b6d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 55.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9e01a8b73492b97e21332ed61fce253e861b6d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 55.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..740ad01e3da172ffebd773e8e19edef0598fe4fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-5937-7a20-abc5-933addfba9ce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ad5df540aaf67fa2c57b983b2b880b74d914678 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-5937-7a20-abc5-933addfba9ce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c050d8f73d12b5bc29c5e457be352e7288175121 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-6a1b-7462-a58e-69e95e4967e3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..113e712ef6920bba9a6f71593b006ac1649c37f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-6a1b-7462-a58e-69e95e4967e3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11198d784994803b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8600ece4397aa91c2f46dd46022eb8d3071776fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=attribute5. +Result preview: [{"attribute5": "310", "support": 1}, {"attribute5": "98", "support": 1}, {"attribute5": "-46", "support": 16}, {"attribute5": "-32", "support": 18}, {"attribute5": "-36", "support": 18}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5914f04e5932e54d11fea466e01fe2d13ace8131 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n17_11ebfc5bc5e0f35f +-- problem_id: v2p_n17_ea6aa7309344db11 +-- realization_mode: agent +-- source_kind: agent +SELECT + "attribute5", + COUNT(*) AS "support" +FROM "n17" +GROUP BY "attribute5" +ORDER BY "support" ASC, "attribute5" +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a47071f26514a79ee7232e61bfbcff259b58ece --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute5\",\n COUNT(*) AS \"support\"\nFROM \"n17\"\nGROUP BY \"attribute5\"\nORDER BY \"support\" ASC, \"attribute5\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"attribute5\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\"\\nORDER BY \\\"support\\\" ASC, \\\"attribute5\\\"\\nLIMIT 19;\", \"columns\": [\"attribute5\", \"support\"], \"rows\": [{\"attribute5\": \"310\", \"support\": 1}, {\"attribute5\": \"98\", \"support\": 1}, {\"attribute5\": \"-46\", \"support\": 16}, {\"attribute5\": \"-32\", \"support\": 18}, {\"attribute5\": \"-36\", \"support\": 18}, {\"attribute5\": \"-30\", \"support\": 24}, {\"attribute5\": \"-38\", \"support\": 25}, {\"attribute5\": \"68\", \"support\": 26}, {\"attribute5\": \"-28\", \"support\": 28}, {\"attribute5\": \"64\", \"support\": 30}, {\"attribute5\": \"62\", \"support\": 41}, {\"attribute5\": \"-24\", \"support\": 48}, {\"attribute5\": \"60\", \"support\": 55}, {\"attribute5\": \"-12\", \"support\": 59}, {\"attribute5\": \"-18\", \"support\": 59}, {\"attribute5\": \"-20\", \"support\": 67}, {\"attribute5\": \"-14\", \"support\": 75}, {\"attribute5\": \"-10\", \"support\": 77}, {\"attribute5\": \"-42\", \"support\": 86}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.4}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b4a42007ade80b66d68d8b2bf0db9a49e6bbe537 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:03:00.724684+00:00", + "ended_at": "2026-05-19T16:03:09.363049+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_11ebfc5bc5e0f35f", + "problem_id": "v2p_n17_ea6aa7309344db11", + "dataset_id": "n17", + "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=attribute5.", + "bindings": { + "group_col": "attribute5", + "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": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_11ebfc5bc5e0f35f.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_11ebfc5bc5e0f35f", + "api_calls": 0, + "input_tokens": 14040, + "cached_input_tokens": 12032, + "output_tokens": 323, + "total_tokens": 14363, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8623.77, + "sql_execution_elapsed_ms_total": 9.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9152828d1834fa19a640bb83ea8165e02de5650b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:03:09.351641+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": 8623.77, "started_at": "2026-05-19T16:03:00.725616+00:00", "ended_at": "2026-05-19T16:03:09.349411+00:00", "prompt_metrics": {"chars": 6648, "bytes_utf8": 6648, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14040, "cached_input_tokens": 12032, "output_tokens": 323, "reasoning_output_tokens": 225}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"attribute5\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\"\\nORDER BY \\\"support\\\" ASC, \\\"attribute5\\\"\\nLIMIT 19;\",\"notes\":\"Applies the Low-Support Group Count template with \\\"attribute5\\\" as the grouping column and returns the 19 lowest-support groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0f83595405f6107da194d0338aec5f661ae30716 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_11ebfc5bc5e0f35f", + "api_calls": 0, + "input_tokens": 14040, + "cached_input_tokens": 12032, + "output_tokens": 323, + "total_tokens": 14363, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8623.77, + "sql_execution_elapsed_ms_total": 9.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7deaac1109ee5a5d184b78105f8239b5aa45e18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6645, "bytes_utf8": 6645, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14039, "cached_input_tokens": 12672, "output_tokens": 384, "reasoning_output_tokens": 287}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..36e567f988024d928a28915bfbd1bbfdd6a4a32a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_11f0a8b4d13d4390", + "api_calls": 0, + "input_tokens": 14039, + "cached_input_tokens": 12672, + "output_tokens": 384, + "total_tokens": 14423, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9713.66, + "sql_execution_elapsed_ms_total": 10.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ee6eb80ef3dad43ec6848abc3ad7d6ec1d10f65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/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": "2026-05-19T16:03:53.676428+00:00", + "ended_at": "2026-05-19T16:04:03.390126+00:00", + "elapsed_ms": 9713.66, + "prompt_metrics": { + "chars": 6645, + "bytes_utf8": 6645, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 703, + "bytes_utf8": 703, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 346, + "bytes_utf8": 346, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14039, + "cached_input_tokens": 12672, + "output_tokens": 384, + "reasoning_output_tokens": 287 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4c97bbf7e850851411720f889341a522fafc898 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=attribute8.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute8", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00a9c2a398ee1133ba7eff503374e68c7d005d96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-b9e0-7ac2-9411-4faf2049ba6c"} +{"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 \\\"attribute8\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute8\\\"\\nORDER BY \\\"support\\\" ASC, \\\"attribute8\\\"\\nLIMIT 12;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to attribute8, returning the 12 lowest-support attribute8 groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14039,"cached_input_tokens":12672,"output_tokens":384,"reasoning_output_tokens":287}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e8da57cdfb95c57b618744913cb81f6c02b83c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute8\",\n COUNT(*) AS \"support\"\nFROM \"n17\"\nGROUP BY \"attribute8\"\nORDER BY \"support\" ASC, \"attribute8\"\nLIMIT 12;","notes":"Uses the Low-Support Group Count template with group_col bound to attribute8, returning the 12 lowest-support attribute8 groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11f0a8b4d13d4390/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af6d22d863a4cd596975c440dc92745d3b9b71a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7215, "bytes_utf8": 7215, "lines": 216, "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": 760, "bytes_utf8": 760, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14169, "cached_input_tokens": 12672, "output_tokens": 710, "reasoning_output_tokens": 514}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c2fd5d2054270147a6a85637dab7902b1d75b004 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_14628a7faf8f4754", + "api_calls": 0, + "input_tokens": 14169, + "cached_input_tokens": 12672, + "output_tokens": 710, + "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": 14188.79, + "sql_execution_elapsed_ms_total": 17.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a5ef35ce89257d1f5f4e79a9c04c9cefebf61ebe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/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": "2026-05-19T15:46:02.509095+00:00", + "ended_at": "2026-05-19T15:46:16.697920+00:00", + "elapsed_ms": 14188.79, + "prompt_metrics": { + "chars": 7215, + "bytes_utf8": 7215, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1141, + "bytes_utf8": 1141, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 760, + "bytes_utf8": 760, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14169, + "cached_input_tokens": 12672, + "output_tokens": 710, + "reasoning_output_tokens": 514 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..105a9cf2af6f1fa5d317fa21d61de2b93dbf1b9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=attribute6, measure_col=attribute4.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "attribute6", + "measure_col": "attribute4", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5060d7173a027c5e31940dcefa4a54ed4ae6b55a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-61bb-7380-bfd2-0bc8e163c144"} +{"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\\n \\\"attribute6\\\",\\n SUM(CAST(\\\"attribute4\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute6\\\" IS NOT NULL\\n AND \\\"attribute4\\\" IS NOT NULL\\n GROUP BY \\\"attribute6\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT\\n g.\\\"attribute6\\\",\\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\":\"Used the requested Relative-to-Total Extreme Threshold template with group_col=\\\"attribute6\\\" and measure_col=\\\"attribute4\\\". CAST to REAL is included because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14169,"cached_input_tokens":12672,"output_tokens":710,"reasoning_output_tokens":514}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..518aca2ab2cbc3f68c819d80f9d495c18e065f65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"attribute6\",\n SUM(CAST(\"attribute4\" AS REAL)) AS group_value\n FROM \"n17\"\n WHERE \"attribute6\" IS NOT NULL\n AND \"attribute4\" IS NOT NULL\n GROUP BY \"attribute6\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT\n g.\"attribute6\",\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":"Used the requested Relative-to-Total Extreme Threshold template with group_col=\"attribute6\" and measure_col=\"attribute4\". CAST to REAL is included because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_14628a7faf8f4754/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f0cef939c4b25d60b13019a3f365d1f4462288e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6633, "bytes_utf8": 6633, "lines": 214, "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": 6633, "bytes_utf8": 6633, "lines": 214, "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": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14039, "cached_input_tokens": 12032, "output_tokens": 542, "reasoning_output_tokens": 431}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..781ee3e64c6fc08db80c0b87533bdecb54182762 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_16bcdf4930c79984", + "api_calls": 0, + "input_tokens": 14039, + "cached_input_tokens": 12032, + "output_tokens": 542, + "total_tokens": 14581, + "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": 16101.65, + "sql_execution_elapsed_ms_total": 5.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b15ef332acf7a30a1145a9dead46078216e05c20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:00.651069+00:00", + "ended_at": "2026-05-19T16:01:03.795742+00:00", + "elapsed_ms": 3144.64, + "returncode": 1, + "prompt_metrics": { + "chars": 6633, + "bytes_utf8": 6633, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d21e8e84b2ded2e64016006dfadbc986d2e21bc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/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": "2026-05-19T16:01:04.798148+00:00", + "ended_at": "2026-05-19T16:01:17.755213+00:00", + "elapsed_ms": 12957.01, + "prompt_metrics": { + "chars": 6633, + "bytes_utf8": 6633, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 764, + "bytes_utf8": 764, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 407, + "bytes_utf8": 407, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14039, + "cached_input_tokens": 12032, + "output_tokens": 542, + "reasoning_output_tokens": 431 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6af766f1ccd8b38ba655ef5fdc8205fd4abd550a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=time.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "time", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6af766f1ccd8b38ba655ef5fdc8205fd4abd550a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=time.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "time", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d11db8334ebf4959ba61b7a680c1cc8c140b733 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-161a-7ea1-87a5-96e1cc433659"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b35af66260cd63380b927aa448d0428f7b02bf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-161a-7ea1-87a5-96e1cc433659"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a8781d88f03ac87c8cb62c96858ba2e2dcaba39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-2638-7ac3-b3dd-5a03b3054fcc"} +{"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 \\\"time\\\",\\n COUNT(*) AS support\\nFROM \\\"n17\\\"\\nGROUP BY \\\"time\\\"\\nORDER BY support ASC, \\\"time\\\"\\nLIMIT 10;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"time\\\" and top_k=10. Since \\\"time\\\" is stored as TEXT in the schema snapshot, grouping and tie-break ordering follow the stored text values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14039,"cached_input_tokens":12032,"output_tokens":542,"reasoning_output_tokens":431}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9da1a9a50ebe210ff33d395e28e93e0f6b8b9b45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"time\",\n COUNT(*) AS support\nFROM \"n17\"\nGROUP BY \"time\"\nORDER BY support ASC, \"time\"\nLIMIT 10;","notes":"Applies the Low-Support Group Count template with group_col bound to \"time\" and top_k=10. Since \"time\" is stored as TEXT in the schema snapshot, grouping and tie-break ordering follow the stored text values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_16bcdf4930c79984/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e493b7035e789635b8114878a818245022a10cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=time, group_col_2=attribute8. +Result preview: [{"time": "37", "attribute8": "43", "row_count": 123}, {"time": "37", "attribute8": "46", "row_count": 112}, {"time": "37", "attribute8": "41", "row_count": 109}, {"time": "37", "attribute8": "44", "row_count": 95}, {"time": "37", "attribute8": "50", "row_count": 93}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..edd2045838cb2b55238c90479aeed5d385a49b8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_1dc3e55ec4cb54ee +-- problem_id: v2p_n17_87890084c95a5e12 +-- realization_mode: agent +-- source_kind: agent +SELECT "time", "attribute8", COUNT(*) AS row_count +FROM "n17" +WHERE CAST("attribute2" AS REAL) >= 0.0 +GROUP BY "time", "attribute8" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6d01e35d753635e7f54d78b8fee646e9be04f61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"time\", \"attribute8\", COUNT(*) AS row_count\nFROM \"n17\"\nWHERE CAST(\"attribute2\" AS REAL) >= 0.0\nGROUP BY \"time\", \"attribute8\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"time\\\", \\\"attribute8\\\", COUNT(*) AS row_count\\nFROM \\\"n17\\\"\\nWHERE CAST(\\\"attribute2\\\" AS REAL) >= 0.0\\nGROUP BY \\\"time\\\", \\\"attribute8\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"time\", \"attribute8\", \"row_count\"], \"rows\": [{\"time\": \"37\", \"attribute8\": \"43\", \"row_count\": 123}, {\"time\": \"37\", \"attribute8\": \"46\", \"row_count\": 112}, {\"time\": \"37\", \"attribute8\": \"41\", \"row_count\": 109}, {\"time\": \"37\", \"attribute8\": \"44\", \"row_count\": 95}, {\"time\": \"37\", \"attribute8\": \"50\", \"row_count\": 93}, {\"time\": \"37\", \"attribute8\": \"48\", \"row_count\": 92}, {\"time\": \"37\", \"attribute8\": \"72\", \"row_count\": 88}, {\"time\": \"37\", \"attribute8\": \"55\", \"row_count\": 85}, {\"time\": \"37\", \"attribute8\": \"75\", \"row_count\": 80}, {\"time\": \"37\", \"attribute8\": \"69\", \"row_count\": 75}, {\"time\": \"37\", \"attribute8\": \"78\", \"row_count\": 75}, {\"time\": \"37\", \"attribute8\": \"57\", \"row_count\": 74}, {\"time\": \"37\", \"attribute8\": \"52\", \"row_count\": 70}, {\"time\": \"37\", \"attribute8\": \"83\", \"row_count\": 69}, {\"time\": \"41\", \"attribute8\": \"39\", \"row_count\": 69}, {\"time\": \"37\", \"attribute8\": \"70\", \"row_count\": 68}, {\"time\": \"41\", \"attribute8\": \"37\", \"row_count\": 68}, {\"time\": \"37\", \"attribute8\": \"80\", \"row_count\": 67}, {\"time\": \"41\", \"attribute8\": \"41\", \"row_count\": 66}, {\"time\": \"44\", \"attribute8\": \"37\", \"row_count\": 66}, {\"time\": \"45\", \"attribute8\": \"42\", \"row_count\": 66}, {\"time\": \"37\", \"attribute8\": \"45\", \"row_count\": 65}, {\"time\": \"37\", \"attribute8\": \"77\", \"row_count\": 65}, {\"time\": \"37\", \"attribute8\": \"54\", \"row_count\": 62}, {\"time\": \"37\", \"attribute8\": \"66\", \"row_count\": 62}, {\"time\": \"37\", \"attribute8\": \"71\", \"row_count\": 62}, {\"time\": \"46\", \"attribute8\": \"39\", \"row_count\": 60}, {\"time\": \"53\", \"attribute8\": \"32\", \"row_count\": 60}, {\"time\": \"37\", \"attribute8\": \"84\", \"row_count\": 59}, {\"time\": \"37\", \"attribute8\": \"86\", \"row_count\": 59}, {\"time\": \"37\", \"attribute8\": \"53\", \"row_count\": 57}, {\"time\": \"37\", \"attribute8\": \"64\", \"row_count\": 57}, {\"time\": \"45\", \"attribute8\": \"39\", \"row_count\": 57}, {\"time\": \"56\", \"attribute8\": \"51\", \"row_count\": 57}, {\"time\": \"37\", \"attribute8\": \"49\", \"row_count\": 55}, {\"time\": \"41\", \"attribute8\": \"44\", \"row_count\": 54}, {\"time\": \"44\", \"attribute8\": \"42\", \"row_count\": 53}, {\"time\": \"37\", \"attribute8\": \"61\", \"row_count\": 52}, {\"time\": \"37\", \"attribute8\": \"68\", \"row_count\": 52}, {\"time\": \"46\", \"attribute8\": \"41\", \"row_count\": 52}, {\"time\": \"37\", \"attribute8\": \"74\", \"row_count\": 51}, {\"time\": \"37\", \"attribute8\": \"79\", \"row_count\": 50}, {\"time\": \"44\", \"attribute8\": \"39\", \"row_count\": 50}, {\"time\": \"44\", \"attribute8\": \"41\", \"row_count\": 50}, {\"time\": \"45\", \"attribute8\": \"41\", \"row_count\": 50}, {\"time\": \"49\", \"attribute8\": \"37\", \"row_count\": 49}, {\"time\": \"56\", \"attribute8\": \"54\", \"row_count\": 49}, {\"time\": \"37\", \"attribute8\": \"81\", \"row_count\": 48}, {\"time\": \"41\", \"attribute8\": \"40\", \"row_count\": 48}, {\"time\": \"56\", \"attribute8\": \"42\", \"row_count\": 48}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 21.98}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a466faaf5cd6e6bca09d08cc7d84372ecdd46ab3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:41:06.765566+00:00", + "ended_at": "2026-05-19T15:41:16.558329+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_1dc3e55ec4cb54ee", + "problem_id": "v2p_n17_87890084c95a5e12", + "dataset_id": "n17", + "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=time, group_col_2=attribute8.", + "bindings": { + "group_col": "time", + "group_col_2": "attribute8", + "predicate_col": "attribute2", + "predicate_op": ">=", + "predicate_value": 0.0, + "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": 42.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=51" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_1dc3e55ec4cb54ee.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_1dc3e55ec4cb54ee", + "api_calls": 0, + "input_tokens": 14123, + "cached_input_tokens": 12672, + "output_tokens": 365, + "total_tokens": 14488, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9763.81, + "sql_execution_elapsed_ms_total": 21.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f1827711ed4d64baa158fd637e704729db0a97a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:16.533349+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": 9763.81, "started_at": "2026-05-19T15:41:06.767925+00:00", "ended_at": "2026-05-19T15:41:16.531776+00:00", "prompt_metrics": {"chars": 6960, "bytes_utf8": 6960, "lines": 220, "estimated_tokens": null}, "response_metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14123, "cached_input_tokens": 12672, "output_tokens": 365, "reasoning_output_tokens": 236}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"time\\\", \\\"attribute8\\\", COUNT(*) AS row_count\\nFROM \\\"n17\\\"\\nWHERE CAST(\\\"attribute2\\\" AS REAL) >= 0.0\\nGROUP BY \\\"time\\\", \\\"attribute8\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the filtered two-dimensional group count template with group_col=\\\"time\\\", group_col_2=\\\"attribute8\\\", and predicate on \\\"attribute2\\\" >= 0.0. Used CAST on \\\"attribute2\\\" because the SQLite schema stores fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..157827e71397de563b117392dcfa9b490f2954c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_1dc3e55ec4cb54ee", + "api_calls": 0, + "input_tokens": 14123, + "cached_input_tokens": 12672, + "output_tokens": 365, + "total_tokens": 14488, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9763.81, + "sql_execution_elapsed_ms_total": 21.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52f55e075695a82f2c5a09bc82ebdccfc6fc87b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7216, "bytes_utf8": 7216, "lines": 216, "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": 622, "bytes_utf8": 622, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14167, "cached_input_tokens": 12672, "output_tokens": 456, "reasoning_output_tokens": 294}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e276806591ce7afb868b33ff547a10018a5f9c35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_1f45fceb36b6e22c", + "api_calls": 0, + "input_tokens": 14167, + "cached_input_tokens": 12672, + "output_tokens": 456, + "total_tokens": 14623, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10813.2, + "sql_execution_elapsed_ms_total": 8.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f5fbb7c0d29397db2e77e2850f9bd0789636bfac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/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": "2026-05-19T15:46:16.723267+00:00", + "ended_at": "2026-05-19T15:46:27.536505+00:00", + "elapsed_ms": 10813.2, + "prompt_metrics": { + "chars": 7216, + "bytes_utf8": 7216, + "lines": 216, + "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": 622, + "bytes_utf8": 622, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14167, + "cached_input_tokens": 12672, + "output_tokens": 456, + "reasoning_output_tokens": 294 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c003e73bc41577234809177e7bfd755976e5961f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=attribute6, measure_col=attribute4.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "attribute6", + "measure_col": "attribute4", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..63e1fe288cbff1d1d46b37e7396c8d2e70326c8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-9935-7cc2-8482-cfa62154dfd9"} +{"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 \\\"attribute6\\\", SUM(CAST(\\\"attribute4\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute6\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute6\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the planned threshold template with group_col=\\\"attribute6\\\" and measure_col=\\\"attribute4\\\". CAST is applied because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14167,"cached_input_tokens":12672,"output_tokens":456,"reasoning_output_tokens":294}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d873b4ca9d2dfa11cb84f2243fa121d71c3d07d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"attribute6\", SUM(CAST(\"attribute4\" AS REAL)) AS group_value\n FROM \"n17\"\n GROUP BY \"attribute6\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"attribute6\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Uses the planned threshold template with group_col=\"attribute6\" and measure_col=\"attribute4\". CAST is applied because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1f45fceb36b6e22c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1fa2e3a15f1903ff/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1fa2e3a15f1903ff/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9676f72e0204e35bba5a52fd91fffa6348cfbba4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1fa2e3a15f1903ff/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 8953, "support_share": 0.617448275862069, "support_rank": 1}, {"value_label": "1", "support": 936, "support_share": 0.06455172413793103, "support_rank": 2}, {"value_label": "-1", "support": 925, "support_share": 0.06379310344827586, "support_rank": 3}, {"value_label": "-2", "support": 554, "support_share": 0.038206896551724136, "support_rank": 4}, {"value_label": "2", "support": 514, "support_share": 0.035448275862068966, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1fa2e3a15f1903ff/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1fa2e3a15f1903ff/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4af26f2db0383cf69dc8cdb843b51267ae7d70dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1fa2e3a15f1903ff/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_1fa2e3a15f1903ff +-- problem_id: v2p_n17_5528e4f6e39388d6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "attribute2" AS value_label, COUNT(*) AS support + FROM "n17" + GROUP BY "attribute2" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1fa2e3a15f1903ff/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1fa2e3a15f1903ff/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c31e73d5f1dcbd10c8508c584bb221093866327 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1fa2e3a15f1903ff/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_d\n-- sql_source_dataset_id: n17\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_n17_1fa2e3a15f1903ff\n-- problem_id: v2p_n17_5528e4f6e39388d6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"attribute2\" AS value_label, COUNT(*) AS support\n FROM \"n17\"\n GROUP BY \"attribute2\"\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_d\\n-- sql_source_dataset_id: n17\\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_n17_1fa2e3a15f1903ff\\n-- problem_id: v2p_n17_5528e4f6e39388d6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"attribute2\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute2\\\"\\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\": 8953, \"support_share\": 0.617448275862069, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 936, \"support_share\": 0.06455172413793103, \"support_rank\": 2}, {\"value_label\": \"-1\", \"support\": 925, \"support_share\": 0.06379310344827586, \"support_rank\": 3}, {\"value_label\": \"-2\", \"support\": 554, \"support_share\": 0.038206896551724136, \"support_rank\": 4}, {\"value_label\": \"2\", \"support\": 514, \"support_share\": 0.035448275862068966, \"support_rank\": 5}, {\"value_label\": \"3\", \"support\": 488, \"support_share\": 0.0336551724137931, \"support_rank\": 6}, {\"value_label\": \"4\", \"support\": 448, \"support_share\": 0.03089655172413793, \"support_rank\": 7}, {\"value_label\": \"5\", \"support\": 420, \"support_share\": 0.028965517241379312, \"support_rank\": 8}, {\"value_label\": \"-3\", \"support\": 389, \"support_share\": 0.026827586206896552, \"support_rank\": 9}, {\"value_label\": \"-4\", \"support\": 353, \"support_share\": 0.024344827586206895, \"support_rank\": 10}, {\"value_label\": \"-5\", \"support\": 336, \"support_share\": 0.023172413793103447, \"support_rank\": 11}, {\"value_label\": \"6\", \"support\": 13, \"support_share\": 0.000896551724137931, \"support_rank\": 12}, {\"value_label\": \"-8\", \"support\": 10, \"support_share\": 0.000689655172413793, \"support_rank\": 13}, {\"value_label\": \"-6\", \"support\": 9, \"support_share\": 0.0006206896551724138, \"support_rank\": 14}, {\"value_label\": \"7\", \"support\": 8, \"support_share\": 0.0005517241379310345, \"support_rank\": 15}, {\"value_label\": \"9\", \"support\": 7, \"support_share\": 0.0004827586206896552, \"support_rank\": 16}, {\"value_label\": \"-10\", \"support\": 6, \"support_share\": 0.00041379310344827585, \"support_rank\": 17}, {\"value_label\": \"8\", \"support\": 5, \"support_share\": 0.0003448275862068965, \"support_rank\": 18}, {\"value_label\": \"-14\", \"support\": 4, \"support_share\": 0.00027586206896551725, \"support_rank\": 19}, {\"value_label\": \"-7\", \"support\": 4, \"support_share\": 0.00027586206896551725, \"support_rank\": 20}, {\"value_label\": \"-9\", \"support\": 4, \"support_share\": 0.00027586206896551725, \"support_rank\": 21}, {\"value_label\": \"11\", \"support\": 4, \"support_share\": 0.00027586206896551725, \"support_rank\": 22}, {\"value_label\": \"22\", \"support\": 4, \"support_share\": 0.00027586206896551725, \"support_rank\": 23}, {\"value_label\": \"23\", \"support\": 4, \"support_share\": 0.00027586206896551725, \"support_rank\": 24}, {\"value_label\": \"-11\", \"support\": 3, \"support_share\": 0.00020689655172413793, \"support_rank\": 25}, {\"value_label\": \"-13\", \"support\": 3, \"support_share\": 0.00020689655172413793, \"support_rank\": 26}, {\"value_label\": \"-19\", \"support\": 3, \"support_share\": 0.00020689655172413793, \"support_rank\": 27}, {\"value_label\": \"-27\", \"support\": 3, \"support_share\": 0.00020689655172413793, \"support_rank\": 28}, {\"value_label\": \"-28\", \"support\": 3, \"support_share\": 0.00020689655172413793, \"support_rank\": 29}, {\"value_label\": \"-32\", \"support\": 3, \"support_share\": 0.00020689655172413793, \"support_rank\": 30}, {\"value_label\": \"-37\", \"support\": 3, \"support_share\": 0.00020689655172413793, \"support_rank\": 31}, {\"value_label\": \"-38\", \"support\": 3, \"support_share\": 0.00020689655172413793, \"support_rank\": 32}, {\"value_label\": \"-44\", \"support\": 3, \"support_share\": 0.00020689655172413793, \"support_rank\": 33}, {\"value_label\": \"10\", \"support\": 3, \"support_share\": 0.00020689655172413793, \"support_rank\": 34}, {\"value_label\": \"-16\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"support_rank\": 35}, {\"value_label\": \"-18\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"support_rank\": 36}, {\"value_label\": \"-21\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"support_rank\": 37}, {\"value_label\": \"-25\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"support_rank\": 38}, {\"value_label\": \"-35\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"support_rank\": 39}, {\"value_label\": \"-39\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"support_rank\": 40}, {\"value_label\": \"-51\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"support_rank\": 41}, {\"value_label\": \"-64\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"support_rank\": 42}, {\"value_label\": \"13\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"support_rank\": 43}, {\"value_label\": \"16\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"support_rank\": 44}, {\"value_label\": \"-1063\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"support_rank\": 45}, {\"value_label\": \"-109\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"support_rank\": 46}, {\"value_label\": \"-110\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"support_rank\": 47}, {\"value_label\": \"-111\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"support_rank\": 48}, {\"value_label\": \"-1521\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"support_rank\": 49}, {\"value_label\": \"-17\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.8}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1fa2e3a15f1903ff/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1fa2e3a15f1903ff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3b1e901f17304e1fa71d6627f07e670adaec79b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1fa2e3a15f1903ff/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:06:55.796363+00:00", + "ended_at": "2026-05-19T16:06:55.802011+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_1fa2e3a15f1903ff", + "problem_id": "v2p_n17_5528e4f6e39388d6", + "dataset_id": "n17", + "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=attribute2.", + "bindings": { + "group_col": "attribute2" + }, + "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_d/n17/sql/v2q_n17_1fa2e3a15f1903ff.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_d/n17/artifacts/v2q_n17_1fa2e3a15f1903ff/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1fa2e3a15f1903ff/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1fa2e3a15f1903ff/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_d/n17/artifacts/v2q_n17_242f7472b3395524/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..28b389451da83d09d315470fa299b438883ca43c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=attribute7, condition_col=class. +Result preview: [{"attribute7": "35", "condition_ratio": 23.0}, {"attribute7": "43", "condition_ratio": 21.689655172413794}, {"attribute7": "39", "condition_ratio": 18.30952380952381}, {"attribute7": "38", "condition_ratio": 17.736842105263158}, {"attribute7": "27", "condition_ratio": 12.307692307692308}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b4ee070ec3a3feb982a00c53b0d29a8f039c1d75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_242f7472b3395524 +-- problem_id: v2p_n17_037895200939fe55 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "attribute7", + SUM(CASE WHEN "class" = '1' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "class" = '4' THEN 1 ELSE 0 END) AS denominator_count + FROM "n17" + GROUP BY "attribute7" +) +SELECT "attribute7", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c8190618a42659191d890e622d15dec868a1025 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"attribute7\",\n SUM(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n17\"\n GROUP BY \"attribute7\"\n)\nSELECT \"attribute7\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"attribute7\\\",\\n SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute7\\\"\\n)\\nSELECT \\\"attribute7\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"attribute7\", \"condition_ratio\"], \"rows\": [{\"attribute7\": \"35\", \"condition_ratio\": 23.0}, {\"attribute7\": \"43\", \"condition_ratio\": 21.689655172413794}, {\"attribute7\": \"39\", \"condition_ratio\": 18.30952380952381}, {\"attribute7\": \"38\", \"condition_ratio\": 17.736842105263158}, {\"attribute7\": \"27\", \"condition_ratio\": 12.307692307692308}, {\"attribute7\": \"37\", \"condition_ratio\": 7.876712328767123}, {\"attribute7\": \"36\", \"condition_ratio\": 6.919354838709677}, {\"attribute7\": \"42\", \"condition_ratio\": 4.059171597633136}, {\"attribute7\": \"40\", \"condition_ratio\": 3.1182432432432434}, {\"attribute7\": \"41\", \"condition_ratio\": 2.3633333333333333}, {\"attribute7\": \"26\", \"condition_ratio\": 1.5977011494252873}, {\"attribute7\": \"24\", \"condition_ratio\": 0.8955223880597015}, {\"attribute7\": \"25\", \"condition_ratio\": 0.8013698630136986}, {\"attribute7\": \"23\", \"condition_ratio\": 0.20388349514563106}, {\"attribute7\": \"22\", \"condition_ratio\": 0.0684931506849315}, {\"attribute7\": \"21\", \"condition_ratio\": 0.008583690987124463}, {\"attribute7\": \"16\", \"condition_ratio\": 0.0}, {\"attribute7\": \"17\", \"condition_ratio\": 0.0}, {\"attribute7\": \"18\", \"condition_ratio\": 0.0}, {\"attribute7\": \"19\", \"condition_ratio\": 0.0}, {\"attribute7\": \"20\", \"condition_ratio\": 0.0}, {\"attribute7\": \"-10\", \"condition_ratio\": null}, {\"attribute7\": \"-15\", \"condition_ratio\": null}, {\"attribute7\": \"-18\", \"condition_ratio\": null}, {\"attribute7\": \"-8\", \"condition_ratio\": null}, {\"attribute7\": \"1\", \"condition_ratio\": null}, {\"attribute7\": \"13\", \"condition_ratio\": null}, {\"attribute7\": \"14\", \"condition_ratio\": null}, {\"attribute7\": \"15\", \"condition_ratio\": null}, {\"attribute7\": \"2\", \"condition_ratio\": null}, {\"attribute7\": \"28\", \"condition_ratio\": null}, {\"attribute7\": \"29\", \"condition_ratio\": null}, {\"attribute7\": \"3\", \"condition_ratio\": null}, {\"attribute7\": \"30\", \"condition_ratio\": null}, {\"attribute7\": \"31\", \"condition_ratio\": null}, {\"attribute7\": \"32\", \"condition_ratio\": null}, {\"attribute7\": \"33\", \"condition_ratio\": null}, {\"attribute7\": \"34\", \"condition_ratio\": null}, {\"attribute7\": \"4\", \"condition_ratio\": null}, {\"attribute7\": \"44\", \"condition_ratio\": null}, {\"attribute7\": \"45\", \"condition_ratio\": null}, {\"attribute7\": \"46\", \"condition_ratio\": null}, {\"attribute7\": \"47\", \"condition_ratio\": null}, {\"attribute7\": \"48\", \"condition_ratio\": null}, {\"attribute7\": \"49\", \"condition_ratio\": null}, {\"attribute7\": \"5\", \"condition_ratio\": null}, {\"attribute7\": \"50\", \"condition_ratio\": null}, {\"attribute7\": \"51\", \"condition_ratio\": null}, {\"attribute7\": \"52\", \"condition_ratio\": null}, {\"attribute7\": \"53\", \"condition_ratio\": null}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.92}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8e9de854803fb366f82ddece7955636801cecfea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:38:45.230545+00:00", + "ended_at": "2026-05-19T15:38:55.248314+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_242f7472b3395524", + "problem_id": "v2p_n17_037895200939fe55", + "dataset_id": "n17", + "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=attribute7, condition_col=class.", + "bindings": { + "group_col": "attribute7", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 55.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=36" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_242f7472b3395524.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_242f7472b3395524", + "api_calls": 0, + "input_tokens": 14238, + "cached_input_tokens": 12672, + "output_tokens": 400, + "total_tokens": 14638, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10000.41, + "sql_execution_elapsed_ms_total": 10.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bea3ffb342e62f55022b256a36993c8a1d53cf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:55.234626+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": 10000.41, "started_at": "2026-05-19T15:38:45.232764+00:00", "ended_at": "2026-05-19T15:38:55.233213+00:00", "prompt_metrics": {"chars": 7457, "bytes_utf8": 7457, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 693, "bytes_utf8": 693, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14238, "cached_input_tokens": 12672, "output_tokens": 400, "reasoning_output_tokens": 211}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"attribute7\\\",\\n SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute7\\\"\\n)\\nSELECT \\\"attribute7\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes the ratio of rows with class='1' to rows with class='4' for each attribute7 group, following the planned grouped ratio template. NULLIF avoids division by zero when a group has no class='4' rows.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3f1d0dc5865d8775ddb6911e664cf66c3efc44ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_242f7472b3395524", + "api_calls": 0, + "input_tokens": 14238, + "cached_input_tokens": 12672, + "output_tokens": 400, + "total_tokens": 14638, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10000.41, + "sql_execution_elapsed_ms_total": 10.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..038b0d513b6b18d6e15d1161451a5e06acf0474d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/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=attribute3, measure_col=attribute3. +Result preview: [{"attribute3": "77", "total_measure": 115654}, {"attribute3": "81", "total_measure": 97038}, {"attribute3": "86", "total_measure": 96234}, {"attribute3": "79", "total_measure": 91561}, {"attribute3": "76", "total_measure": 75392}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..980497683e8fc3750af9f4bb5e78c3a2b19057e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_24d62e29153d679d +-- problem_id: v2p_n17_3220b4f68aa70195 +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute3", SUM(CAST("attribute3" AS NUMERIC)) AS "total_measure" +FROM "n17" +GROUP BY "attribute3" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d530ec997345ba911cde9ecdd7518e35ce93bdd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/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 \"attribute3\", SUM(CAST(\"attribute3\" AS NUMERIC)) AS \"total_measure\"\nFROM \"n17\"\nGROUP BY \"attribute3\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute3\\\", SUM(CAST(\\\"attribute3\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"attribute3\", \"total_measure\"], \"rows\": [{\"attribute3\": \"77\", \"total_measure\": 115654}, {\"attribute3\": \"81\", \"total_measure\": 97038}, {\"attribute3\": \"86\", \"total_measure\": 96234}, {\"attribute3\": \"79\", \"total_measure\": 91561}, {\"attribute3\": \"76\", \"total_measure\": 75392}, {\"attribute3\": \"83\", \"total_measure\": 74866}, {\"attribute3\": \"78\", \"total_measure\": 53586}, {\"attribute3\": \"88\", \"total_measure\": 50864}, {\"attribute3\": \"80\", \"total_measure\": 47520}, {\"attribute3\": \"84\", \"total_measure\": 46620}, {\"attribute3\": \"82\", \"total_measure\": 44034}, {\"attribute3\": \"95\", \"total_measure\": 40945}, {\"attribute3\": \"97\", \"total_measure\": 40740}, {\"attribute3\": \"87\", \"total_measure\": 33930}, {\"attribute3\": \"106\", \"total_measure\": 31164}, {\"attribute3\": \"96\", \"total_measure\": 29664}, {\"attribute3\": \"85\", \"total_measure\": 28305}, {\"attribute3\": \"108\", \"total_measure\": 18252}, {\"attribute3\": \"90\", \"total_measure\": 18180}, {\"attribute3\": \"75\", \"total_measure\": 18150}, {\"attribute3\": \"93\", \"total_measure\": 18135}, {\"attribute3\": \"92\", \"total_measure\": 17112}, {\"attribute3\": \"104\", \"total_measure\": 16536}, {\"attribute3\": \"107\", \"total_measure\": 16371}, {\"attribute3\": \"98\", \"total_measure\": 15582}, {\"attribute3\": \"102\", \"total_measure\": 14892}, {\"attribute3\": \"89\", \"total_measure\": 14863}, {\"attribute3\": \"109\", \"total_measure\": 11009}, {\"attribute3\": \"91\", \"total_measure\": 9100}, {\"attribute3\": \"105\", \"total_measure\": 8400}, {\"attribute3\": \"103\", \"total_measure\": 7828}, {\"attribute3\": \"100\", \"total_measure\": 7400}, {\"attribute3\": \"99\", \"total_measure\": 5841}, {\"attribute3\": \"94\", \"total_measure\": 5546}, {\"attribute3\": \"74\", \"total_measure\": 3996}, {\"attribute3\": \"111\", \"total_measure\": 3663}, {\"attribute3\": \"110\", \"total_measure\": 2750}, {\"attribute3\": \"112\", \"total_measure\": 1904}, {\"attribute3\": \"113\", \"total_measure\": 1808}, {\"attribute3\": \"101\", \"total_measure\": 1515}, {\"attribute3\": \"71\", \"total_measure\": 355}, {\"attribute3\": \"73\", \"total_measure\": 292}, {\"attribute3\": \"118\", \"total_measure\": 118}, {\"attribute3\": \"72\", \"total_measure\": 72}, {\"attribute3\": \"64\", \"total_measure\": 64}, {\"attribute3\": \"40\", \"total_measure\": 40}], \"row_count_returned\": 46, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.66}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..02db4b468cb008509fb4b0bd1040df480f1517fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:29:14.867666+00:00", + "ended_at": "2026-05-19T15:29:25.169709+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_24d62e29153d679d", + "problem_id": "v2p_n17_3220b4f68aa70195", + "dataset_id": "n17", + "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=attribute3, measure_col=attribute3.", + "bindings": { + "group_col": "attribute3", + "measure_col": "attribute3", + "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": 86.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=2" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_24d62e29153d679d.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_24d62e29153d679d", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 452, + "total_tokens": 14483, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10278.72, + "sql_execution_elapsed_ms_total": 15.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04812e9c61356c82de8ff12982b3b58d9e41ce47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:25.150798+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": 10278.72, "started_at": "2026-05-19T15:29:14.870423+00:00", "ended_at": "2026-05-19T15:29:25.149185+00:00", "prompt_metrics": {"chars": 6662, "bytes_utf8": 6662, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 452, "reasoning_output_tokens": 343}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute3\\\", SUM(CAST(\\\"attribute3\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the required grouped-sum template with group_col=\\\"attribute3\\\" and measure_col=\\\"attribute3\\\". CAST was added because the schema stores values as TEXT, while the task treats attribute3 as numeric.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f35328db2d398e4ffb28f2297b4412cded6f8d27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_24d62e29153d679d", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 452, + "total_tokens": 14483, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10278.72, + "sql_execution_elapsed_ms_total": 15.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aec81d3e8d57f102da9abe52db0fa94be8fba6e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7457, "bytes_utf8": 7457, "lines": 219, "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": 643, "bytes_utf8": 643, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14238, "cached_input_tokens": 12032, "output_tokens": 701, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9380adcc83227c619cbd31cfc26b41281e9d0b8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_25002af33a5af3fb", + "api_calls": 0, + "input_tokens": 14238, + "cached_input_tokens": 12032, + "output_tokens": 701, + "total_tokens": 14939, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12801.91, + "sql_execution_elapsed_ms_total": 7.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fd051d046da946eb8a73b77f67558ea4ceb06067 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/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": "2026-05-19T15:39:09.632290+00:00", + "ended_at": "2026-05-19T15:39:22.434246+00:00", + "elapsed_ms": 12801.91, + "prompt_metrics": { + "chars": 7457, + "bytes_utf8": 7457, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1018, + "bytes_utf8": 1018, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 643, + "bytes_utf8": 643, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14238, + "cached_input_tokens": 12032, + "output_tokens": 701, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f91371c5e8b0a1da7e86fbf62bcbffa4ce10ef98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=attribute9, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "attribute9", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 89.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8453a3ea985d08d7047a9773dc26112b30cc832f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-14b7-7d10-9440-d2639e12f342"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT\\n \\\"attribute9\\\",\\n SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute9\\\"\\n)\\nSELECT\\n \\\"attribute9\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes, for each \\\"attribute9\\\" group, the ratio of rows where \\\"class\\\" = '1' to rows where \\\"class\\\" = '4', ordered from highest to lowest ratio.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14238,"cached_input_tokens":12032,"output_tokens":701,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35b1b33a269e9f855911ea9dbdd38180ec2d6283 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT\n \"attribute9\",\n SUM(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n17\"\n GROUP BY \"attribute9\"\n)\nSELECT\n \"attribute9\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Computes, for each \"attribute9\" group, the ratio of rows where \"class\" = '1' to rows where \"class\" = '4', ordered from highest to lowest ratio."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_25002af33a5af3fb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..64ce78fd0db62ebd30aed9c2c7461732453c9ed7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/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": "2026-05-19T16:05:08.514380+00:00", + "ended_at": "2026-05-19T16:05:12.954241+00:00", + "elapsed_ms": 4439.84, + "returncode": 1, + "prompt_metrics": { + "chars": 6730, + "bytes_utf8": 6730, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dd8c04ae10029960bf175fa121b1a4f88436742b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/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": "2026-05-19T16:05:13.956315+00:00", + "ended_at": "2026-05-19T16:05:18.683785+00:00", + "elapsed_ms": 4727.43, + "returncode": 1, + "prompt_metrics": { + "chars": 6730, + "bytes_utf8": 6730, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..243c361d19d61df012c1aca543dcbe4596587845 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=attribute6, measure_col=time.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute6", + "measure_col": "time", + "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": 55.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..243c361d19d61df012c1aca543dcbe4596587845 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=attribute6, measure_col=time.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute6", + "measure_col": "time", + "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": 55.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d840b02c5b2c8ad285d40dc1795df0c1f4f7cfcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-de3c-7f42-9428-a0510d2c55dc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d274ae5b0c6f26d68e3e97a3361ecd326d9701af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-de3c-7f42-9428-a0510d2c55dc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..84dc6da35881f1cd8ff8c473d76a7f3518f24f14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-f376-7632-95d1-3c2bd281f4cd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc603bcb9ec6a840b68011f690085ebb5b39a7f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-f376-7632-95d1-3c2bd281f4cd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2a97453c5ae9e9b8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ee038aaed0f64cdc0aad1e8cc67eb1639caf066f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/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": "2026-05-19T16:06:19.267254+00:00", + "ended_at": "2026-05-19T16:06:22.692439+00:00", + "elapsed_ms": 3425.16, + "returncode": 1, + "prompt_metrics": { + "chars": 6745, + "bytes_utf8": 6745, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..75864d66a352e8bde64fbac0c91dfa2db508df33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/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": "2026-05-19T16:06:23.695036+00:00", + "ended_at": "2026-05-19T16:06:27.132051+00:00", + "elapsed_ms": 3436.9, + "returncode": 1, + "prompt_metrics": { + "chars": 6745, + "bytes_utf8": 6745, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e149990b437ec99ed7cdcd9915a11bef7f5fe4f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=attribute9, measure_col=attribute4.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute4", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e149990b437ec99ed7cdcd9915a11bef7f5fe4f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=attribute9, measure_col=attribute4.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute4", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ece61ab78527764275275280ef531b0ddbab6e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f288-7c33-9a0b-4f0abd53bcc6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb87847652e373dc5783322bcfdf8848dfa33ed8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f288-7c33-9a0b-4f0abd53bcc6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..472a074b2f5ad03b3642f7709bd62f83e7a4acd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-03db-7762-9258-4323ddbc09fb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf7427ddac2b19715037a1983b8905777b549299 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-03db-7762-9258-4323ddbc09fb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2ae90bd22c80dc2b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee7f849e2130094da75b8d81794ed571d059a8c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=attribute7, measure_col=attribute6. +Result preview: [{"attribute7": "20", "percentile_measure": 58.0}, {"attribute7": "58", "percentile_measure": 25.0}, {"attribute7": "19", "percentile_measure": 24.0}, {"attribute7": "3", "percentile_measure": 21.0}, {"attribute7": "54", "percentile_measure": 21.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1463dd1a6c66d4c5ca1cda072f158c57cb8bc47c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n17_2b26a5c335595ee2 +-- problem_id: v2p_n17_13dcfe4077dfda67 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "attribute7" AS "attribute7", + CAST("attribute6" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "attribute7" + ORDER BY CAST("attribute6" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "attribute7" + ) AS "cnt" + FROM "n17" + WHERE "attribute7" IS NOT NULL + AND "attribute6" IS NOT NULL +), +"percentiles" AS ( + SELECT + "attribute7", + MIN("measure_value") AS "percentile_measure" + FROM "ordered" + WHERE "cnt" >= 5 + AND "rn" >= CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) + GROUP BY "attribute7" +) +SELECT + "attribute7", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC, + "attribute7" ASC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ce39e4982f338b629844832cbc55d53ff71d570 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"attribute7\" AS \"attribute7\",\n CAST(\"attribute6\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"attribute7\"\n ORDER BY CAST(\"attribute6\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"attribute7\"\n ) AS \"cnt\"\n FROM \"n17\"\n WHERE \"attribute7\" IS NOT NULL\n AND \"attribute6\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"attribute7\",\n MIN(\"measure_value\") AS \"percentile_measure\"\n FROM \"ordered\"\n WHERE \"cnt\" >= 5\n AND \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n GROUP BY \"attribute7\"\n)\nSELECT\n \"attribute7\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC,\n \"attribute7\" ASC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"attribute7\\\" AS \\\"attribute7\\\",\\n CAST(\\\"attribute6\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"attribute7\\\"\\n ORDER BY CAST(\\\"attribute6\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"attribute7\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute7\\\" IS NOT NULL\\n AND \\\"attribute6\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"attribute7\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ordered\\\"\\n WHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n GROUP BY \\\"attribute7\\\"\\n)\\nSELECT\\n \\\"attribute7\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC,\\n \\\"attribute7\\\" ASC;\", \"columns\": [\"attribute7\", \"percentile_measure\"], \"rows\": [{\"attribute7\": \"20\", \"percentile_measure\": 58.0}, {\"attribute7\": \"58\", \"percentile_measure\": 25.0}, {\"attribute7\": \"19\", \"percentile_measure\": 24.0}, {\"attribute7\": \"3\", \"percentile_measure\": 21.0}, {\"attribute7\": \"54\", \"percentile_measure\": 21.0}, {\"attribute7\": \"39\", \"percentile_measure\": 20.0}, {\"attribute7\": \"40\", \"percentile_measure\": 20.0}, {\"attribute7\": \"52\", \"percentile_measure\": 20.0}, {\"attribute7\": \"25\", \"percentile_measure\": 19.0}, {\"attribute7\": \"33\", \"percentile_measure\": 19.0}, {\"attribute7\": \"41\", \"percentile_measure\": 19.0}, {\"attribute7\": \"55\", \"percentile_measure\": 19.0}, {\"attribute7\": \"56\", \"percentile_measure\": 19.0}, {\"attribute7\": \"21\", \"percentile_measure\": 18.0}, {\"attribute7\": \"26\", \"percentile_measure\": 18.0}, {\"attribute7\": \"37\", \"percentile_measure\": 18.0}, {\"attribute7\": \"38\", \"percentile_measure\": 18.0}, {\"attribute7\": \"42\", \"percentile_measure\": 18.0}, {\"attribute7\": \"66\", \"percentile_measure\": 18.0}, {\"attribute7\": \"22\", \"percentile_measure\": 17.0}, {\"attribute7\": \"30\", \"percentile_measure\": 17.0}, {\"attribute7\": \"35\", \"percentile_measure\": 17.0}, {\"attribute7\": \"4\", \"percentile_measure\": 17.0}, {\"attribute7\": \"46\", \"percentile_measure\": 17.0}, {\"attribute7\": \"57\", \"percentile_measure\": 17.0}, {\"attribute7\": \"23\", \"percentile_measure\": 16.0}, {\"attribute7\": \"36\", \"percentile_measure\": 16.0}, {\"attribute7\": \"43\", \"percentile_measure\": 16.0}, {\"attribute7\": \"45\", \"percentile_measure\": 16.0}, {\"attribute7\": \"47\", \"percentile_measure\": 16.0}, {\"attribute7\": \"5\", \"percentile_measure\": 16.0}, {\"attribute7\": \"50\", \"percentile_measure\": 16.0}, {\"attribute7\": \"68\", \"percentile_measure\": 16.0}, {\"attribute7\": \"28\", \"percentile_measure\": 15.0}, {\"attribute7\": \"34\", \"percentile_measure\": 15.0}, {\"attribute7\": \"48\", \"percentile_measure\": 15.0}, {\"attribute7\": \"59\", \"percentile_measure\": 15.0}, {\"attribute7\": \"27\", \"percentile_measure\": 14.0}, {\"attribute7\": \"29\", \"percentile_measure\": 14.0}, {\"attribute7\": \"31\", \"percentile_measure\": 14.0}, {\"attribute7\": \"32\", \"percentile_measure\": 14.0}, {\"attribute7\": \"44\", \"percentile_measure\": 14.0}, {\"attribute7\": \"67\", \"percentile_measure\": 14.0}, {\"attribute7\": \"24\", \"percentile_measure\": 13.0}, {\"attribute7\": \"63\", \"percentile_measure\": 13.0}, {\"attribute7\": \"1\", \"percentile_measure\": 12.0}, {\"attribute7\": \"53\", \"percentile_measure\": 12.0}, {\"attribute7\": \"62\", \"percentile_measure\": 12.0}, {\"attribute7\": \"69\", \"percentile_measure\": 11.0}, {\"attribute7\": \"64\", \"percentile_measure\": 10.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 32.17}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b3b141922d56e5aa10235fa777b462061b3fb3e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:51:56.102749+00:00", + "ended_at": "2026-05-19T15:52:43.069706+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_2b26a5c335595ee2", + "problem_id": "v2p_n17_13dcfe4077dfda67", + "dataset_id": "n17", + "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=attribute7, measure_col=attribute6.", + "bindings": { + "group_col": "attribute7", + "measure_col": "attribute6", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_2b26a5c335595ee2.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_2b26a5c335595ee2", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 3025, + "total_tokens": 17094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 46930.69, + "sql_execution_elapsed_ms_total": 32.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4fc13e39de88909c1694574ab5cb2b86f3407efd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:52:43.035243+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": 46930.69, "started_at": "2026-05-19T15:51:56.103728+00:00", "ended_at": "2026-05-19T15:52:43.034443+00:00", "prompt_metrics": {"chars": 6839, "bytes_utf8": 6839, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 1146, "bytes_utf8": 1146, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14069, "cached_input_tokens": 12672, "output_tokens": 3025, "reasoning_output_tokens": 2691}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"attribute7\\\" AS \\\"attribute7\\\",\\n CAST(\\\"attribute6\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"attribute7\\\"\\n ORDER BY CAST(\\\"attribute6\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"attribute7\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute7\\\" IS NOT NULL\\n AND \\\"attribute6\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"attribute7\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ordered\\\"\\n WHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n GROUP BY \\\"attribute7\\\"\\n)\\nSELECT\\n \\\"attribute7\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC,\\n \\\"attribute7\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"attribute7\\\" by ordering CAST(\\\"attribut"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..77b4bed854c95b3dafd08a4b2a3f155e9fc3cbdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_2b26a5c335595ee2", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 3025, + "total_tokens": 17094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 46930.69, + "sql_execution_elapsed_ms_total": 32.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d4d0b4c63f6ab2db32c04dfe7fcb3fae2f7922e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=attribute7. +Result preview: [{"attribute7": "-10", "support": 1}, {"attribute7": "-15", "support": 1}, {"attribute7": "-8", "support": 1}, {"attribute7": "13", "support": 1}, {"attribute7": "14", "support": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7bf546296b3dbfb5be04d7063bbb784d689d6555 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n17_2cb9d38060c4ebd3 +-- problem_id: v2p_n17_47bdeb0108f533d2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "attribute7", + COUNT(*) AS "support" +FROM "n17" +GROUP BY "attribute7" +ORDER BY "support" ASC, "attribute7" +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52f4dcb14fa0d8a648f9d829d1e78896c3681c53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute7\",\n COUNT(*) AS \"support\"\nFROM \"n17\"\nGROUP BY \"attribute7\"\nORDER BY \"support\" ASC, \"attribute7\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"attribute7\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute7\\\"\\nORDER BY \\\"support\\\" ASC, \\\"attribute7\\\"\\nLIMIT 16;\", \"columns\": [\"attribute7\", \"support\"], \"rows\": [{\"attribute7\": \"-10\", \"support\": 1}, {\"attribute7\": \"-15\", \"support\": 1}, {\"attribute7\": \"-8\", \"support\": 1}, {\"attribute7\": \"13\", \"support\": 1}, {\"attribute7\": \"14\", \"support\": 1}, {\"attribute7\": \"15\", \"support\": 1}, {\"attribute7\": \"17\", \"support\": 2}, {\"attribute7\": \"9\", \"support\": 2}, {\"attribute7\": \"-18\", \"support\": 3}, {\"attribute7\": \"73\", \"support\": 3}, {\"attribute7\": \"16\", \"support\": 7}, {\"attribute7\": \"19\", \"support\": 8}, {\"attribute7\": \"72\", \"support\": 8}, {\"attribute7\": \"18\", \"support\": 12}, {\"attribute7\": \"70\", \"support\": 23}, {\"attribute7\": \"2\", \"support\": 25}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.79}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ff45d6e7011b53f255e1d629cb9e8052238a2b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:03:38.442192+00:00", + "ended_at": "2026-05-19T16:03:53.672523+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_2cb9d38060c4ebd3", + "problem_id": "v2p_n17_47bdeb0108f533d2", + "dataset_id": "n17", + "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=attribute7.", + "bindings": { + "group_col": "attribute7", + "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": 55.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_2cb9d38060c4ebd3.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_2cb9d38060c4ebd3", + "api_calls": 0, + "input_tokens": 14040, + "cached_input_tokens": 12672, + "output_tokens": 397, + "total_tokens": 14437, + "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": 14208.44, + "sql_execution_elapsed_ms_total": 13.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11921f8024f078af340310ef8338f2851b32f146 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:03:42.631056+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4186.85, "started_at": "2026-05-19T16:03:38.443186+00:00", "ended_at": "2026-05-19T16:03:42.630064+00:00", "prompt_metrics": {"chars": 6648, "bytes_utf8": 6648, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-7e50-7fd0-88ca-f8afcb52bda9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:03:53.654897+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": 10021.59, "started_at": "2026-05-19T16:03:43.632560+00:00", "ended_at": "2026-05-19T16:03:53.654191+00:00", "prompt_metrics": {"chars": 6648, "bytes_utf8": 6648, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14040, "cached_input_tokens": 12672, "output_tokens": 397, "reasoning_output_tokens": 292}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"attribute7\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute7\\\"\\nORDER BY \\\"support\\\" ASC, \\\"attribute7\\\"\\nLIMIT 16;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"attribute7\\\" and top_k set to 16 to surface the least-supported attribute7 values.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..50d9d18e9782166c4b69fae938b726ee82204481 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_2cb9d38060c4ebd3", + "api_calls": 0, + "input_tokens": 14040, + "cached_input_tokens": 12672, + "output_tokens": 397, + "total_tokens": 14437, + "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": 14208.44, + "sql_execution_elapsed_ms_total": 13.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b223e121637fb7b297dba7c42f3f10b07af8ea00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7455, "bytes_utf8": 7455, "lines": 219, "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": 14238, "cached_input_tokens": 12032, "output_tokens": 705, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2a4ecbf48227933d8eeea03d8c78d2e4944fd0b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_2cf5a156e3be018d", + "api_calls": 0, + "input_tokens": 14238, + "cached_input_tokens": 12032, + "output_tokens": 705, + "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": 14369.64, + "sql_execution_elapsed_ms_total": 7.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f879b80ddfa42603da384b77215f01fa2e9f0e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/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": "2026-05-19T15:38:55.250307+00:00", + "ended_at": "2026-05-19T15:39:09.619979+00:00", + "elapsed_ms": 14369.64, + "prompt_metrics": { + "chars": 7455, + "bytes_utf8": 7455, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1029, + "bytes_utf8": 1029, + "lines": 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": 14238, + "cached_input_tokens": 12032, + "output_tokens": 705, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c75dcc32f276f9d086b675c484c85c91d92a5acf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=attribute8, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "attribute8", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b55851fdfebf52c8d5944357fdcb959cb77e5b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-dca5-7362-a321-b9418a9357b8"} +{"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 \\\"attribute8\\\",\\n SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute8\\\"\\n)\\nSELECT \\\"attribute8\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes, for each \\\"attribute8\\\" group, the ratio of rows with \\\"class\\\"='1' to rows with \\\"class\\\"='4'. The ratio is NULL when a group has no \\\"class\\\"='4' rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14238,"cached_input_tokens":12032,"output_tokens":705,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6af9df4e21991162587f194ae1d1d5401b0cb645 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"attribute8\",\n SUM(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n17\"\n GROUP BY \"attribute8\"\n)\nSELECT \"attribute8\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Computes, for each \"attribute8\" group, the ratio of rows with \"class\"='1' to rows with \"class\"='4'. The ratio is NULL when a group has no \"class\"='4' rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cf5a156e3be018d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b91fdacddf6c72a70de6f7a5edce3716326f06a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6567, "bytes_utf8": 6567, "lines": 214, "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": 285, "bytes_utf8": 285, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14004, "cached_input_tokens": 12672, "output_tokens": 287, "reasoning_output_tokens": 210}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..011e1357f5cf531502ba0ddacbb1acfdb2a2ff7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_304658f364d2210c", + "api_calls": 0, + "input_tokens": 14004, + "cached_input_tokens": 12672, + "output_tokens": 287, + "total_tokens": 14291, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9830.68, + "sql_execution_elapsed_ms_total": 6.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6c29e3340b36d705088ffb610027cfe3892d7db7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/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": "2026-05-19T15:33:03.917489+00:00", + "ended_at": "2026-05-19T15:33:13.748200+00:00", + "elapsed_ms": 9830.68, + "prompt_metrics": { + "chars": 6567, + "bytes_utf8": 6567, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 635, + "bytes_utf8": 635, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 285, + "bytes_utf8": 285, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14004, + "cached_input_tokens": 12672, + "output_tokens": 287, + "reasoning_output_tokens": 210 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..364e26373040096d4805c81ef59a6d3becd7aa2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=attribute9.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "attribute9", + "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": 55.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f422c819cb73662dc38297c50947b1b6895c24a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-803f-7ef1-9018-1f5dc5ef3f1c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"attribute9\\\", COUNT(*) AS row_count\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute9\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned grouped count template with \\\"attribute9\\\" as the grouping column on the single table \\\"n17\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14004,"cached_input_tokens":12672,"output_tokens":287,"reasoning_output_tokens":210}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2740cb3ccb17679e44f48e297728b8c7e51f3d18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"attribute9\", COUNT(*) AS row_count\nFROM \"n17\"\nGROUP BY \"attribute9\"\nORDER BY row_count DESC;","notes":"Uses the planned grouped count template with \"attribute9\" as the grouping column on the single table \"n17\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_304658f364d2210c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..72a96cf118d24744348899557624ce452d47da2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/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": "2026-05-19T15:52:43.071877+00:00", + "ended_at": "2026-05-19T15:52:46.084980+00:00", + "elapsed_ms": 3013.08, + "returncode": 1, + "prompt_metrics": { + "chars": 6838, + "bytes_utf8": 6838, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..300562eee45065b776549372c1323d88dd7a7b35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:47.087578+00:00", + "ended_at": "2026-05-19T15:52:50.450837+00:00", + "elapsed_ms": 3363.21, + "returncode": 1, + "prompt_metrics": { + "chars": 6838, + "bytes_utf8": 6838, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..21a3b5a9f74248acf0b60197d5e43ad96e0954f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=attribute8, measure_col=attribute7.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute8", + "measure_col": "attribute7", + "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": 42.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da1985c8f0ee58bd2183475b4563c528bc859508 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-7e49-7803-b61d-1d6df9e57441"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e3afcd6d22ed9c83446e0bcc2ba14d72d30a67d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-8e13-7ec1-9be7-42f7e995e3f8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1fc0fdb4f79e3972d3c9636229a55de1a67c8204 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/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": "2026-05-19T15:58:35.960363+00:00", + "ended_at": "2026-05-19T15:58:38.948770+00:00", + "elapsed_ms": 2988.38, + "returncode": 1, + "prompt_metrics": { + "chars": 6887, + "bytes_utf8": 6887, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..32139127fd3050f21ba5c2a1744e289fbc67476a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:39.950537+00:00", + "ended_at": "2026-05-19T15:58:43.236684+00:00", + "elapsed_ms": 3286.11, + "returncode": 1, + "prompt_metrics": { + "chars": 6887, + "bytes_utf8": 6887, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a1897b54caa02b1c5f647861b05c07f3237056b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=attribute2, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute2", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 89.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a1897b54caa02b1c5f647861b05c07f3237056b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=attribute2, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute2", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 89.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..397827ac2a16152d6c5b8c0b01e9d693fb2befc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-e0ba-7ca1-8509-8b28b159f487"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a45f0b8b825b44ea3eed594ddd0f2ff1a2c3651a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-e0ba-7ca1-8509-8b28b159f487"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9044cd7220e5b5d2d57ec7f220f38a4f357e7254 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-f04f-75e1-8c69-1c7852953772"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..88995a9221829df7853ddc23c18bb9112e8e38b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-f04f-75e1-8c69-1c7852953772"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_327635f2812b8036/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf9af27d9452555854c115dd82abbe2d1d0f40ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=attribute5, measure_col=attribute9. +Result preview: [{"attribute5": "-46", "avg_measure": 125.25}, {"attribute5": "-42", "avg_measure": 120.0}, {"attribute5": "-40", "avg_measure": 119.02608695652174}, {"attribute5": "-38", "avg_measure": 114.16}, {"attribute5": "-32", "avg_measure": 106.33333333333333}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f058c7149bfb687c808af8c6c8c10f0f0e20c46c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/generated_sql.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n17_329c30a62bd9b1e3 +-- problem_id: v2p_n17_d567c10a91ea504b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "attribute5", AVG(CAST("attribute9" AS REAL)) OVER (PARTITION BY "attribute5") AS avg_measure +FROM "n17" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..321f1a369a5bfe9b12a2b86cceeec97500efd4f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/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_window_partition_avg\nSELECT DISTINCT \"attribute5\", AVG(CAST(\"attribute9\" AS REAL)) OVER (PARTITION BY \"attribute5\") AS avg_measure\nFROM \"n17\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"attribute5\\\", AVG(CAST(\\\"attribute9\\\" AS REAL)) OVER (PARTITION BY \\\"attribute5\\\") AS avg_measure\\nFROM \\\"n17\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"attribute5\", \"avg_measure\"], \"rows\": [{\"attribute5\": \"-46\", \"avg_measure\": 125.25}, {\"attribute5\": \"-42\", \"avg_measure\": 120.0}, {\"attribute5\": \"-40\", \"avg_measure\": 119.02608695652174}, {\"attribute5\": \"-38\", \"avg_measure\": 114.16}, {\"attribute5\": \"-32\", \"avg_measure\": 106.33333333333333}, {\"attribute5\": \"-36\", \"avg_measure\": 105.33333333333333}, {\"attribute5\": \"-30\", \"avg_measure\": 97.0}, {\"attribute5\": \"-28\", \"avg_measure\": 90.85714285714286}, {\"attribute5\": \"-24\", \"avg_measure\": 88.625}, {\"attribute5\": \"-22\", \"avg_measure\": 80.6067415730337}, {\"attribute5\": \"-20\", \"avg_measure\": 80.23880597014926}, {\"attribute5\": \"-18\", \"avg_measure\": 76.20338983050847}, {\"attribute5\": \"-14\", \"avg_measure\": 76.0}, {\"attribute5\": \"-12\", \"avg_measure\": 72.77966101694915}, {\"attribute5\": \"-10\", \"avg_measure\": 69.55844155844156}, {\"attribute5\": \"-6\", \"avg_measure\": 66.52873563218391}, {\"attribute5\": \"-4\", \"avg_measure\": 61.03409090909091}, {\"attribute5\": \"-2\", \"avg_measure\": 56.247191011235955}, {\"attribute5\": \"0\", \"avg_measure\": 52.45810055865922}, {\"attribute5\": \"2\", \"avg_measure\": 51.08571428571429}, {\"attribute5\": \"6\", \"avg_measure\": 44.04624277456647}, {\"attribute5\": \"8\", \"avg_measure\": 39.00952380952381}, {\"attribute5\": \"70\", \"avg_measure\": 34.085470085470085}, {\"attribute5\": \"72\", \"avg_measure\": 31.873684210526317}, {\"attribute5\": \"10\", \"avg_measure\": 31.78125}, {\"attribute5\": \"12\", \"avg_measure\": 29.17241379310345}, {\"attribute5\": \"16\", \"avg_measure\": 27.78238341968912}, {\"attribute5\": \"18\", \"avg_measure\": 21.948051948051948}, {\"attribute5\": \"20\", \"avg_measure\": 19.14965986394558}, {\"attribute5\": \"24\", \"avg_measure\": 17.233898305084747}, {\"attribute5\": \"26\", \"avg_measure\": 14.738983050847457}, {\"attribute5\": \"28\", \"avg_measure\": 9.775862068965518}, {\"attribute5\": \"30\", \"avg_measure\": 7.237704918032787}, {\"attribute5\": \"64\", \"avg_measure\": 5.4}, {\"attribute5\": \"34\", \"avg_measure\": 4.874692874692875}, {\"attribute5\": \"36\", \"avg_measure\": 2.9925925925925925}, {\"attribute5\": \"62\", \"avg_measure\": 2.5365853658536586}, {\"attribute5\": \"42\", \"avg_measure\": 2.0979643765903306}, {\"attribute5\": \"44\", \"avg_measure\": 2.073022312373225}, {\"attribute5\": \"38\", \"avg_measure\": 1.7956709956709958}, {\"attribute5\": \"50\", \"avg_measure\": 1.7653958944281525}, {\"attribute5\": \"46\", \"avg_measure\": 1.6606624055781523}, {\"attribute5\": \"52\", \"avg_measure\": 1.3842173350582148}, {\"attribute5\": \"60\", \"avg_measure\": 1.018181818181818}, {\"attribute5\": \"68\", \"avg_measure\": 1.0}, {\"attribute5\": \"54\", \"avg_measure\": 0.8660049627791563}, {\"attribute5\": \"56\", \"avg_measure\": 0.30112359550561796}, {\"attribute5\": \"98\", \"avg_measure\": -18.0}, {\"attribute5\": \"310\", \"avg_measure\": -264.0}], \"row_count_returned\": 49, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 50.07}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d612ed665d10f1a0cd621314aadc891eb5c25391 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:04:57.802525+00:00", + "ended_at": "2026-05-19T16:05:08.512256+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_329c30a62bd9b1e3", + "problem_id": "v2p_n17_d567c10a91ea504b", + "dataset_id": "n17", + "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=attribute5, measure_col=attribute9.", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute9", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_329c30a62bd9b1e3.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_329c30a62bd9b1e3", + "api_calls": 0, + "input_tokens": 14042, + "cached_input_tokens": 13696, + "output_tokens": 437, + "total_tokens": 14479, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10652.8, + "sql_execution_elapsed_ms_total": 50.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb1a19fd408bfe7cdf94556862ef5b76b6c87b64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:05:08.459631+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": 10652.8, "started_at": "2026-05-19T16:04:57.805259+00:00", "ended_at": "2026-05-19T16:05:08.458100+00:00", "prompt_metrics": {"chars": 6745, "bytes_utf8": 6745, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14042, "cached_input_tokens": 13696, "output_tokens": 437, "reasoning_output_tokens": 330}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"attribute5\\\", AVG(CAST(\\\"attribute9\\\" AS REAL)) OVER (PARTITION BY \\\"attribute5\\\") AS avg_measure\\nFROM \\\"n17\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with \\\"attribute5\\\" as the partitioning group and \\\"attribute9\\\" as the averaged measure. The measure is cast to REAL because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..abe865a9cb131c9c03a38afb5ca3ad6444cd60a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_329c30a62bd9b1e3", + "api_calls": 0, + "input_tokens": 14042, + "cached_input_tokens": 13696, + "output_tokens": 437, + "total_tokens": 14479, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10652.8, + "sql_execution_elapsed_ms_total": 50.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..49924350ea4d43c00f3f8e316a3b4e55f3259f1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=attribute4, condition_col=class. +Result preview: [{"attribute4": "83", "condition_rate": 1.0}, {"attribute4": "737", "condition_rate": 1.0}, {"attribute4": "57", "condition_rate": 1.0}, {"attribute4": "53", "condition_rate": 1.0}, {"attribute4": "46", "condition_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd5cce15dedf0b2f1e6302f8810f38828445468f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n17_34f09d21080b61d0 +-- problem_id: v2p_n17_e14871894186f2d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute4", + AVG(CASE WHEN "class" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n17" +GROUP BY "attribute4" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d44ef74322fe7621f108a4656372f91ed3cc065e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"attribute4\",\n AVG(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n17\"\nGROUP BY \"attribute4\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"attribute4\\\",\\n AVG(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"attribute4\", \"condition_rate\"], \"rows\": [{\"attribute4\": \"83\", \"condition_rate\": 1.0}, {\"attribute4\": \"737\", \"condition_rate\": 1.0}, {\"attribute4\": \"57\", \"condition_rate\": 1.0}, {\"attribute4\": \"53\", \"condition_rate\": 1.0}, {\"attribute4\": \"46\", \"condition_rate\": 1.0}, {\"attribute4\": \"343\", \"condition_rate\": 1.0}, {\"attribute4\": \"300\", \"condition_rate\": 1.0}, {\"attribute4\": \"27\", \"condition_rate\": 1.0}, {\"attribute4\": \"26\", \"condition_rate\": 1.0}, {\"attribute4\": \"258\", \"condition_rate\": 1.0}, {\"attribute4\": \"21\", \"condition_rate\": 1.0}, {\"attribute4\": \"20\", \"condition_rate\": 1.0}, {\"attribute4\": \"1751\", \"condition_rate\": 1.0}, {\"attribute4\": \"15\", \"condition_rate\": 1.0}, {\"attribute4\": \"14\", \"condition_rate\": 1.0}, {\"attribute4\": \"111\", \"condition_rate\": 1.0}, {\"attribute4\": \"-96\", \"condition_rate\": 1.0}, {\"attribute4\": \"-59\", \"condition_rate\": 1.0}, {\"attribute4\": \"-38\", \"condition_rate\": 1.0}, {\"attribute4\": \"-30\", \"condition_rate\": 1.0}, {\"attribute4\": \"-29\", \"condition_rate\": 1.0}, {\"attribute4\": \"-15\", \"condition_rate\": 1.0}, {\"attribute4\": \"-11\", \"condition_rate\": 1.0}, {\"attribute4\": \"-6\", \"condition_rate\": 0.8461538461538461}, {\"attribute4\": \"8\", \"condition_rate\": 0.8306878306878307}, {\"attribute4\": \"-5\", \"condition_rate\": 0.8290155440414507}, {\"attribute4\": \"-7\", \"condition_rate\": 0.8181818181818182}, {\"attribute4\": \"-4\", \"condition_rate\": 0.8134328358208955}, {\"attribute4\": \"3\", \"condition_rate\": 0.8116883116883117}, {\"attribute4\": \"-3\", \"condition_rate\": 0.7963917525773195}, {\"attribute4\": \"-1\", \"condition_rate\": 0.7934782608695652}, {\"attribute4\": \"0\", \"condition_rate\": 0.7930674462309459}, {\"attribute4\": \"4\", \"condition_rate\": 0.7905138339920948}, {\"attribute4\": \"7\", \"condition_rate\": 0.7851239669421488}, {\"attribute4\": \"5\", \"condition_rate\": 0.7834645669291339}, {\"attribute4\": \"1\", \"condition_rate\": 0.7815884476534296}, {\"attribute4\": \"6\", \"condition_rate\": 0.777292576419214}, {\"attribute4\": \"-2\", \"condition_rate\": 0.7689243027888446}, {\"attribute4\": \"2\", \"condition_rate\": 0.7568181818181818}, {\"attribute4\": \"-9\", \"condition_rate\": 0.75}, {\"attribute4\": \"-8\", \"condition_rate\": 0.7}, {\"attribute4\": \"17\", \"condition_rate\": 0.5}, {\"attribute4\": \"-36\", \"condition_rate\": 0.5}, {\"attribute4\": \"-18\", \"condition_rate\": 0.5}, {\"attribute4\": \"-17\", \"condition_rate\": 0.5}, {\"attribute4\": \"-14\", \"condition_rate\": 0.5}, {\"attribute4\": \"-12\", \"condition_rate\": 0.5}, {\"attribute4\": \"13\", \"condition_rate\": 0.42857142857142855}, {\"attribute4\": \"10\", \"condition_rate\": 0.4}, {\"attribute4\": \"12\", \"condition_rate\": 0.3333333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.63}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1bd40723b11b3af63b24fed15a3d36c5645f9b3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:59:14.677665+00:00", + "ended_at": "2026-05-19T15:59:24.334171+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_34f09d21080b61d0", + "problem_id": "v2p_n17_e14871894186f2d3", + "dataset_id": "n17", + "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=attribute4, condition_col=class.", + "bindings": { + "group_col": "attribute4", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_34f09d21080b61d0.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_34f09d21080b61d0", + "api_calls": 0, + "input_tokens": 14090, + "cached_input_tokens": 12032, + "output_tokens": 394, + "total_tokens": 14484, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9645.28, + "sql_execution_elapsed_ms_total": 6.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6690b32d0570e4724b51e10b79320df1dc3280f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:59:24.326045+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": 9645.28, "started_at": "2026-05-19T15:59:14.679941+00:00", "ended_at": "2026-05-19T15:59:24.325252+00:00", "prompt_metrics": {"chars": 6887, "bytes_utf8": 6887, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14090, "cached_input_tokens": 12032, "output_tokens": 394, "reasoning_output_tokens": 295}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"attribute4\\\",\\n AVG(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with \\\"attribute4\\\" as the grouping column and class value '1' as the condition.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e47dfcf09c7b827ed463fb2925ad48cfe72ebeb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_34f09d21080b61d0", + "api_calls": 0, + "input_tokens": 14090, + "cached_input_tokens": 12032, + "output_tokens": 394, + "total_tokens": 14484, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9645.28, + "sql_execution_elapsed_ms_total": 6.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4c96dc8f86d78a51e14428154acd40a79a731bab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:32.750436+00:00", + "ended_at": "2026-05-19T16:00:35.992242+00:00", + "elapsed_ms": 3241.77, + "returncode": 1, + "prompt_metrics": { + "chars": 6594, + "bytes_utf8": 6594, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b05b8c6ff34616819e2da6efb1485f59f3f4da8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:36.993852+00:00", + "ended_at": "2026-05-19T16:00:39.922850+00:00", + "elapsed_ms": 2928.97, + "returncode": 1, + "prompt_metrics": { + "chars": 6594, + "bytes_utf8": 6594, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..edd2f646588f69f3eddbee7e91de4f2f99446aa6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute7.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "attribute7", + "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": 42.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..edd2f646588f69f3eddbee7e91de4f2f99446aa6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute7.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "attribute7", + "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": 42.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1689ed95c719e71888efffda37d6a0407e7f9dea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-a915-7a22-bf04-477ffc10e348"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..817f523e8e78bc6f1c38a53ee30e90af6c8756ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-a915-7a22-bf04-477ffc10e348"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f39c825a2cd0b3ac4524bff1bf58bd6ed40c5a75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-b9a1-7e80-8e34-739f37a2ddda"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..91a7eee41f33c28e5f22bf3804bc09c46b7ade2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-b9a1-7e80-8e34-739f37a2ddda"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_36322d2f6f04fb32/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..10ba006b17f481cb32c751ffe20e6183b7e7ce5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/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=time, measure_col=attribute4. +Result preview: [{"time": "102", "attribute5": "72", "total_measure": 5.0, "share_within_group": 500.0}, {"time": "71", "attribute5": "-40", "total_measure": -10.0, "share_within_group": 500.0}, {"time": "76", "attribute5": "-40", "total_measure": 5.0, "share_within_group": 500.0}, {"time": "48", "attribute5": "46", "total_measure": 29.0, "share_within_group": 414.2857142857143}, {"time": "73", "attribute5": "-42", "total_measure": 18.0, "share_within_group": 360.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..00a0c2e5afb5a913b5707481eb591066bead44ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_3966dbedbe6fcb0b +-- problem_id: v2p_n17_e8310af557a2a47a +-- realization_mode: agent +-- source_kind: agent +SELECT "time", "attribute5", + SUM(CAST("attribute4" AS REAL)) AS total_measure, + SUM(CAST("attribute4" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("attribute4" AS REAL))) OVER (PARTITION BY "time"), 0) AS share_within_group +FROM "n17" +GROUP BY "time", "attribute5" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..385455bb3ae67c12773364b8a40eba8138371710 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/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 \"time\", \"attribute5\",\n SUM(CAST(\"attribute4\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute4\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"attribute4\" AS REAL))) OVER (PARTITION BY \"time\"), 0) AS share_within_group\nFROM \"n17\"\nGROUP BY \"time\", \"attribute5\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share.\\nSELECT \\\"time\\\", \\\"attribute5\\\",\\n SUM(CAST(\\\"attribute4\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute4\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"attribute4\\\" AS REAL))) OVER (PARTITION BY \\\"time\\\"), 0) AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"time\\\", \\\"attribute5\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"time\", \"attribute5\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"time\": \"102\", \"attribute5\": \"72\", \"total_measure\": 5.0, \"share_within_group\": 500.0}, {\"time\": \"71\", \"attribute5\": \"-40\", \"total_measure\": -10.0, \"share_within_group\": 500.0}, {\"time\": \"76\", \"attribute5\": \"-40\", \"total_measure\": 5.0, \"share_within_group\": 500.0}, {\"time\": \"48\", \"attribute5\": \"46\", \"total_measure\": 29.0, \"share_within_group\": 414.2857142857143}, {\"time\": \"73\", \"attribute5\": \"-42\", \"total_measure\": 18.0, \"share_within_group\": 360.0}, {\"time\": \"107\", \"attribute5\": \"72\", \"total_measure\": 22.0, \"share_within_group\": 220.0}, {\"time\": \"103\", \"attribute5\": \"70\", \"total_measure\": -12.0, \"share_within_group\": 150.0}, {\"time\": \"74\", \"attribute5\": \"-42\", \"total_measure\": 35.0, \"share_within_group\": 134.6153846153846}, {\"time\": \"75\", \"attribute5\": \"-42\", \"total_measure\": 4.0, \"share_within_group\": 133.33333333333334}, {\"time\": \"43\", \"attribute5\": \"42\", \"total_measure\": 110.0, \"share_within_group\": 129.41176470588235}, {\"time\": \"44\", \"attribute5\": \"44\", \"total_measure\": 65.0, \"share_within_group\": 120.37037037037037}, {\"time\": \"101\", \"attribute5\": \"72\", \"total_measure\": -7.0, \"share_within_group\": 116.66666666666667}, {\"time\": \"46\", \"attribute5\": \"46\", \"total_measure\": -47.0, \"share_within_group\": 111.9047619047619}, {\"time\": \"45\", \"attribute5\": \"310\", \"total_measure\": 1751.0, \"share_within_group\": 111.45767027371102}, {\"time\": \"52\", \"attribute5\": \"52\", \"total_measure\": 41.0, \"share_within_group\": 110.8108108108108}, {\"time\": \"85\", \"attribute5\": \"0\", \"total_measure\": -324.0, \"share_within_group\": 102.20820189274448}, {\"time\": \"114\", \"attribute5\": \"34\", \"total_measure\": 50.0, \"share_within_group\": 100.0}, {\"time\": \"116\", \"attribute5\": \"30\", \"total_measure\": -2.0, \"share_within_group\": 100.0}, {\"time\": \"121\", \"attribute5\": \"34\", \"total_measure\": -2.0, \"share_within_group\": 100.0}, {\"time\": \"123\", \"attribute5\": \"36\", \"total_measure\": 1.0, \"share_within_group\": 100.0}, {\"time\": \"36\", \"attribute5\": \"36\", \"total_measure\": 4.0, \"share_within_group\": 100.0}, {\"time\": \"40\", \"attribute5\": \"38\", \"total_measure\": 61.0, \"share_within_group\": 100.0}, {\"time\": \"42\", \"attribute5\": \"42\", \"total_measure\": -58.0, \"share_within_group\": 100.0}, {\"time\": \"47\", \"attribute5\": \"46\", \"total_measure\": 56.0, \"share_within_group\": 100.0}, {\"time\": \"49\", \"attribute5\": \"50\", \"total_measure\": 23.0, \"share_within_group\": 100.0}, {\"time\": \"50\", \"attribute5\": \"50\", \"total_measure\": -40.0, \"share_within_group\": 100.0}, {\"time\": \"58\", \"attribute5\": \"56\", \"total_measure\": 7.0, \"share_within_group\": 100.0}, {\"time\": \"60\", \"attribute5\": \"60\", \"total_measure\": -24.0, \"share_within_group\": 100.0}, {\"time\": \"61\", \"attribute5\": \"60\", \"total_measure\": -4.0, \"share_within_group\": 100.0}, {\"time\": \"63\", \"attribute5\": \"62\", \"total_measure\": 14.0, \"share_within_group\": 100.0}, {\"time\": \"66\", \"attribute5\": \"68\", \"total_measure\": -7.0, \"share_within_group\": 100.0}, {\"time\": \"67\", \"attribute5\": \"68\", \"total_measure\": -7.0, \"share_within_group\": 100.0}, {\"time\": \"68\", \"attribute5\": \"68\", \"total_measure\": -22.0, \"share_within_group\": 100.0}, {\"time\": \"79\", \"attribute5\": \"-42\", \"total_measure\": 24.0, \"share_within_group\": 100.0}, {\"time\": \"91\", \"attribute5\": \"36\", \"total_measure\": -4.0, \"share_within_group\": 100.0}, {\"time\": \"81\", \"attribute5\": \"-24\", \"total_measure\": 24.0, \"share_within_group\": 92.3076923076923}, {\"time\": \"39\", \"attribute5\": \"38\", \"total_measure\": 76.0, \"share_within_group\": 87.35632183908046}, {\"time\": \"82\", \"attribute5\": \"-6\", \"total_measure\": 16.0, \"share_within_group\": 84.21052631578948}, {\"time\": \"37\", \"attribute5\": \"20\", \"total_measure\": 1231.0, \"share_within_group\": 83.0634278002699}, {\"time\": \"57\", \"attribute5\": \"0\", \"total_measure\": 41.0, \"share_within_group\": 82.0}, {\"time\": \"53\", \"attribute5\": \"54\", \"total_measure\": 54.0, \"share_within_group\": 79.41176470588235}, {\"time\": \"77\", \"attribute5\": \"-40\", \"total_measure\": 21.0, \"share_within_group\": 77.77777777777777}, {\"time\": \"62\", \"attribute5\": \"60\", \"total_measure\": 25.0, \"share_within_group\": 73.52941176470588}, {\"time\": \"104\", \"attribute5\": \"72\", \"total_measure\": 5.0, \"share_within_group\": 71.42857142857143}, {\"time\": \"105\", \"attribute5\": \"70\", \"total_measure\": -5.0, \"share_within_group\": 71.42857142857143}, {\"time\": \"84\", \"attribute5\": \"0\", \"total_measure\": -9.0, \"share_within_group\": 69.23076923076923}, {\"time\": \"84\", \"attribute5\": \"6\", \"total_measure\": -9.0, \"share_within_group\": 69.23076923076923}, {\"time\": \"78\", \"attribute5\": \"-46\", \"total_measure\": 20.0, \"share_within_group\": 68.96551724137932}, {\"time\": \"38\", \"attribute5\": \"38\", \"total_measure\": 25.0, \"share_within_group\": 67.56756756756756}, {\"time\": \"80\", \"attribute5\": \"-40\", \"total_measure\": 14.0, \"share_within_group\": 66.66666666666667}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 26.1}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3aa9242d8b7b08cf3f633cf512df6234032eb8b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:36:37.548329+00:00", + "ended_at": "2026-05-19T15:36:51.695409+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_3966dbedbe6fcb0b", + "problem_id": "v2p_n17_e8310af557a2a47a", + "dataset_id": "n17", + "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=time, measure_col=attribute4.", + "bindings": { + "group_col": "time", + "measure_col": "attribute4", + "item_col": "attribute5", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_3966dbedbe6fcb0b.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_3966dbedbe6fcb0b", + "api_calls": 0, + "input_tokens": 14146, + "cached_input_tokens": 12032, + "output_tokens": 692, + "total_tokens": 14838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14114.07, + "sql_execution_elapsed_ms_total": 26.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80ee696c93c66978c996f9ef32c14c72dd16fb5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:51.665978+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": 14114.07, "started_at": "2026-05-19T15:36:37.550282+00:00", "ended_at": "2026-05-19T15:36:51.664400+00:00", "prompt_metrics": {"chars": 7057, "bytes_utf8": 7057, "lines": 218, "estimated_tokens": null}, "response_metrics": {"chars": 630, "bytes_utf8": 630, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14146, "cached_input_tokens": 12032, "output_tokens": 692, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share.\\nSELECT \\\"time\\\", \\\"attribute5\\\",\\n SUM(CAST(\\\"attribute4\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute4\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"attribute4\\\" AS REAL))) OVER (PARTITION BY \\\"time\\\"), 0) AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"time\\\", \\\"attribute5\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"time\\\", item_col=\\\"attribute5\\\", and measure_col=\\\"attribute4\\\". Casted the measure from TEXT to REAL for SQLite aggregation and used NULLIF to avoid division by zero.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7336ec4ebf90471fa2c82d23fcde6afbff2ac6e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_3966dbedbe6fcb0b", + "api_calls": 0, + "input_tokens": 14146, + "cached_input_tokens": 12032, + "output_tokens": 692, + "total_tokens": 14838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14114.07, + "sql_execution_elapsed_ms_total": 26.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3a3ea738c6afeb9a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3a3ea738c6afeb9a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b8991df031b14b06be606f9416a4c49228bbbe3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3a3ea738c6afeb9a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "77", "support": 1502, "support_share": 0.10358620689655172, "support_rank": 1}, {"value_label": "81", "support": 1198, "support_share": 0.08262068965517241, "support_rank": 2}, {"value_label": "79", "support": 1159, "support_share": 0.07993103448275862, "support_rank": 3}, {"value_label": "86", "support": 1119, "support_share": 0.07717241379310345, "support_rank": 4}, {"value_label": "76", "support": 992, "support_share": 0.06841379310344828, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3a3ea738c6afeb9a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3a3ea738c6afeb9a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4681a3e9622e64cc8a6950902d3f541e74fe88d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3a3ea738c6afeb9a/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_3a3ea738c6afeb9a +-- problem_id: v2p_n17_be28922eaf0e2628 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "attribute3" AS value_label, COUNT(*) AS support + FROM "n17" + GROUP BY "attribute3" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3a3ea738c6afeb9a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3a3ea738c6afeb9a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..09f5b93456f8b7b398cbdb9ad74fe878a2fbaa50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3a3ea738c6afeb9a/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_d\n-- sql_source_dataset_id: n17\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_n17_3a3ea738c6afeb9a\n-- problem_id: v2p_n17_be28922eaf0e2628\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"attribute3\" AS value_label, COUNT(*) AS support\n FROM \"n17\"\n GROUP BY \"attribute3\"\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_d\\n-- sql_source_dataset_id: n17\\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_n17_3a3ea738c6afeb9a\\n-- problem_id: v2p_n17_be28922eaf0e2628\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"attribute3\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute3\\\"\\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\": \"77\", \"support\": 1502, \"support_share\": 0.10358620689655172, \"support_rank\": 1}, {\"value_label\": \"81\", \"support\": 1198, \"support_share\": 0.08262068965517241, \"support_rank\": 2}, {\"value_label\": \"79\", \"support\": 1159, \"support_share\": 0.07993103448275862, \"support_rank\": 3}, {\"value_label\": \"86\", \"support\": 1119, \"support_share\": 0.07717241379310345, \"support_rank\": 4}, {\"value_label\": \"76\", \"support\": 992, \"support_share\": 0.06841379310344828, \"support_rank\": 5}, {\"value_label\": \"83\", \"support\": 902, \"support_share\": 0.062206896551724136, \"support_rank\": 6}, {\"value_label\": \"78\", \"support\": 687, \"support_share\": 0.047379310344827584, \"support_rank\": 7}, {\"value_label\": \"80\", \"support\": 594, \"support_share\": 0.04096551724137931, \"support_rank\": 8}, {\"value_label\": \"88\", \"support\": 578, \"support_share\": 0.03986206896551724, \"support_rank\": 9}, {\"value_label\": \"84\", \"support\": 555, \"support_share\": 0.038275862068965515, \"support_rank\": 10}, {\"value_label\": \"82\", \"support\": 537, \"support_share\": 0.03703448275862069, \"support_rank\": 11}, {\"value_label\": \"95\", \"support\": 431, \"support_share\": 0.029724137931034483, \"support_rank\": 12}, {\"value_label\": \"97\", \"support\": 420, \"support_share\": 0.028965517241379312, \"support_rank\": 13}, {\"value_label\": \"87\", \"support\": 390, \"support_share\": 0.02689655172413793, \"support_rank\": 14}, {\"value_label\": \"85\", \"support\": 333, \"support_share\": 0.02296551724137931, \"support_rank\": 15}, {\"value_label\": \"96\", \"support\": 309, \"support_share\": 0.021310344827586206, \"support_rank\": 16}, {\"value_label\": \"106\", \"support\": 294, \"support_share\": 0.020275862068965516, \"support_rank\": 17}, {\"value_label\": \"75\", \"support\": 242, \"support_share\": 0.016689655172413793, \"support_rank\": 18}, {\"value_label\": \"90\", \"support\": 202, \"support_share\": 0.013931034482758621, \"support_rank\": 19}, {\"value_label\": \"93\", \"support\": 195, \"support_share\": 0.013448275862068966, \"support_rank\": 20}, {\"value_label\": \"92\", \"support\": 186, \"support_share\": 0.012827586206896552, \"support_rank\": 21}, {\"value_label\": \"108\", \"support\": 169, \"support_share\": 0.011655172413793104, \"support_rank\": 22}, {\"value_label\": \"89\", \"support\": 167, \"support_share\": 0.011517241379310345, \"support_rank\": 23}, {\"value_label\": \"104\", \"support\": 159, \"support_share\": 0.01096551724137931, \"support_rank\": 24}, {\"value_label\": \"98\", \"support\": 159, \"support_share\": 0.01096551724137931, \"support_rank\": 25}, {\"value_label\": \"107\", \"support\": 153, \"support_share\": 0.010551724137931035, \"support_rank\": 26}, {\"value_label\": \"102\", \"support\": 146, \"support_share\": 0.010068965517241379, \"support_rank\": 27}, {\"value_label\": \"109\", \"support\": 101, \"support_share\": 0.006965517241379311, \"support_rank\": 28}, {\"value_label\": \"91\", \"support\": 100, \"support_share\": 0.006896551724137931, \"support_rank\": 29}, {\"value_label\": \"105\", \"support\": 80, \"support_share\": 0.005517241379310344, \"support_rank\": 30}, {\"value_label\": \"103\", \"support\": 76, \"support_share\": 0.005241379310344828, \"support_rank\": 31}, {\"value_label\": \"100\", \"support\": 74, \"support_share\": 0.005103448275862069, \"support_rank\": 32}, {\"value_label\": \"94\", \"support\": 59, \"support_share\": 0.004068965517241379, \"support_rank\": 33}, {\"value_label\": \"99\", \"support\": 59, \"support_share\": 0.004068965517241379, \"support_rank\": 34}, {\"value_label\": \"74\", \"support\": 54, \"support_share\": 0.0037241379310344828, \"support_rank\": 35}, {\"value_label\": \"111\", \"support\": 33, \"support_share\": 0.0022758620689655173, \"support_rank\": 36}, {\"value_label\": \"110\", \"support\": 25, \"support_share\": 0.0017241379310344827, \"support_rank\": 37}, {\"value_label\": \"112\", \"support\": 17, \"support_share\": 0.0011724137931034483, \"support_rank\": 38}, {\"value_label\": \"113\", \"support\": 16, \"support_share\": 0.001103448275862069, \"support_rank\": 39}, {\"value_label\": \"101\", \"support\": 15, \"support_share\": 0.0010344827586206897, \"support_rank\": 40}, {\"value_label\": \"71\", \"support\": 5, \"support_share\": 0.0003448275862068965, \"support_rank\": 41}, {\"value_label\": \"73\", \"support\": 4, \"support_share\": 0.00027586206896551725, \"support_rank\": 42}, {\"value_label\": \"118\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"support_rank\": 43}, {\"value_label\": \"40\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"support_rank\": 44}, {\"value_label\": \"64\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"support_rank\": 45}, {\"value_label\": \"72\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"support_rank\": 46}], \"row_count_returned\": 46, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.22}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3a3ea738c6afeb9a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3a3ea738c6afeb9a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4d7f279c0ab166dc927d1fb7fb8c81bd5d1bab45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3a3ea738c6afeb9a/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:06:55.802498+00:00", + "ended_at": "2026-05-19T16:06:55.808541+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_3a3ea738c6afeb9a", + "problem_id": "v2p_n17_be28922eaf0e2628", + "dataset_id": "n17", + "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=attribute3.", + "bindings": { + "group_col": "attribute3" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_3a3ea738c6afeb9a.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_d/n17/artifacts/v2q_n17_3a3ea738c6afeb9a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3a3ea738c6afeb9a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3a3ea738c6afeb9a/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_d/n17/artifacts/v2q_n17_3c954514ea927570/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1164698788a858ec31cbdd2a92574a411622997 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute8. +Result preview: [{"empirical_cdf_at_threshold": 0.7530344827586207}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9d076f9eed67f3a650a4efe1f2d466f02aa93e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n17_3c954514ea927570 +-- problem_id: v2p_n17_9645c82847ca90e9 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("attribute8" AS REAL) <= 60.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n17"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a191c9c7dee1ce4142a0508c789d210ff02aa7bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/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_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"attribute8\" AS REAL) <= 60.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n17\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"attribute8\\\" AS REAL) <= 60.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n17\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7530344827586207}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.98}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..64edf42a4b0dd299a70edd3613b3e3ba4b2891f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:00:39.924064+00:00", + "ended_at": "2026-05-19T16:00:48.368204+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_3c954514ea927570", + "problem_id": "v2p_n17_9645c82847ca90e9", + "dataset_id": "n17", + "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=attribute8.", + "bindings": { + "measure_col": "attribute8", + "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": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_3c954514ea927570.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_3c954514ea927570", + "api_calls": 0, + "input_tokens": 14020, + "cached_input_tokens": 12032, + "output_tokens": 289, + "total_tokens": 14309, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8438.21, + "sql_execution_elapsed_ms_total": 1.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48dde983adfe8e99a086a95c782019f27927b8b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:00:48.364247+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": 8438.21, "started_at": "2026-05-19T16:00:39.925265+00:00", "ended_at": "2026-05-19T16:00:48.363497+00:00", "prompt_metrics": {"chars": 6593, "bytes_utf8": 6593, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14020, "cached_input_tokens": 12032, "output_tokens": 289, "reasoning_output_tokens": 181}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"attribute8\\\" AS REAL) <= 60.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n17\\\";\",\"notes\":\"Applied the provided Threshold Rarity CDF template with measure_col bound to \\\"attribute8\\\" and threshold 60.0. Cast \\\"attribute8\\\" to REAL because the SQLite schema stores numeric features as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..99e766b136baebcaa2b0bb022760c244c1fbf762 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_3c954514ea927570", + "api_calls": 0, + "input_tokens": 14020, + "cached_input_tokens": 12032, + "output_tokens": 289, + "total_tokens": 14309, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8438.21, + "sql_execution_elapsed_ms_total": 1.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbe17a7e45b7766db19d5fa6ffb1d4427a41930d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=attribute5, measure_col=attribute9. +Result preview: [{"attribute5": "-46", "avg_measure": 125.25}, {"attribute5": "-42", "avg_measure": 120.0}, {"attribute5": "-40", "avg_measure": 119.02608695652174}, {"attribute5": "-38", "avg_measure": 114.16}, {"attribute5": "-32", "avg_measure": 106.33333333333333}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e879abd0e3027382092a6531d3e5a5a3753b695 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n17_42c016e0ad2ab62f +-- problem_id: v2p_n17_a76b8bca389c86da +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "attribute5", + AVG(CAST("attribute9" AS REAL)) OVER (PARTITION BY "attribute5") AS avg_measure +FROM "n17" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8be487c57ed2006c34ef8e0f4a884ebe0e265958 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/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_window_partition_avg\nSELECT DISTINCT\n \"attribute5\",\n AVG(CAST(\"attribute9\" AS REAL)) OVER (PARTITION BY \"attribute5\") AS avg_measure\nFROM \"n17\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"attribute5\\\",\\n AVG(CAST(\\\"attribute9\\\" AS REAL)) OVER (PARTITION BY \\\"attribute5\\\") AS avg_measure\\nFROM \\\"n17\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"attribute5\", \"avg_measure\"], \"rows\": [{\"attribute5\": \"-46\", \"avg_measure\": 125.25}, {\"attribute5\": \"-42\", \"avg_measure\": 120.0}, {\"attribute5\": \"-40\", \"avg_measure\": 119.02608695652174}, {\"attribute5\": \"-38\", \"avg_measure\": 114.16}, {\"attribute5\": \"-32\", \"avg_measure\": 106.33333333333333}, {\"attribute5\": \"-36\", \"avg_measure\": 105.33333333333333}, {\"attribute5\": \"-30\", \"avg_measure\": 97.0}, {\"attribute5\": \"-28\", \"avg_measure\": 90.85714285714286}, {\"attribute5\": \"-24\", \"avg_measure\": 88.625}, {\"attribute5\": \"-22\", \"avg_measure\": 80.6067415730337}, {\"attribute5\": \"-20\", \"avg_measure\": 80.23880597014926}, {\"attribute5\": \"-18\", \"avg_measure\": 76.20338983050847}, {\"attribute5\": \"-14\", \"avg_measure\": 76.0}, {\"attribute5\": \"-12\", \"avg_measure\": 72.77966101694915}, {\"attribute5\": \"-10\", \"avg_measure\": 69.55844155844156}, {\"attribute5\": \"-6\", \"avg_measure\": 66.52873563218391}, {\"attribute5\": \"-4\", \"avg_measure\": 61.03409090909091}, {\"attribute5\": \"-2\", \"avg_measure\": 56.247191011235955}, {\"attribute5\": \"0\", \"avg_measure\": 52.45810055865922}, {\"attribute5\": \"2\", \"avg_measure\": 51.08571428571429}, {\"attribute5\": \"6\", \"avg_measure\": 44.04624277456647}, {\"attribute5\": \"8\", \"avg_measure\": 39.00952380952381}, {\"attribute5\": \"70\", \"avg_measure\": 34.085470085470085}, {\"attribute5\": \"72\", \"avg_measure\": 31.873684210526317}, {\"attribute5\": \"10\", \"avg_measure\": 31.78125}, {\"attribute5\": \"12\", \"avg_measure\": 29.17241379310345}, {\"attribute5\": \"16\", \"avg_measure\": 27.78238341968912}, {\"attribute5\": \"18\", \"avg_measure\": 21.948051948051948}, {\"attribute5\": \"20\", \"avg_measure\": 19.14965986394558}, {\"attribute5\": \"24\", \"avg_measure\": 17.233898305084747}, {\"attribute5\": \"26\", \"avg_measure\": 14.738983050847457}, {\"attribute5\": \"28\", \"avg_measure\": 9.775862068965518}, {\"attribute5\": \"30\", \"avg_measure\": 7.237704918032787}, {\"attribute5\": \"64\", \"avg_measure\": 5.4}, {\"attribute5\": \"34\", \"avg_measure\": 4.874692874692875}, {\"attribute5\": \"36\", \"avg_measure\": 2.9925925925925925}, {\"attribute5\": \"62\", \"avg_measure\": 2.5365853658536586}, {\"attribute5\": \"42\", \"avg_measure\": 2.0979643765903306}, {\"attribute5\": \"44\", \"avg_measure\": 2.073022312373225}, {\"attribute5\": \"38\", \"avg_measure\": 1.7956709956709958}, {\"attribute5\": \"50\", \"avg_measure\": 1.7653958944281525}, {\"attribute5\": \"46\", \"avg_measure\": 1.6606624055781523}, {\"attribute5\": \"52\", \"avg_measure\": 1.3842173350582148}, {\"attribute5\": \"60\", \"avg_measure\": 1.018181818181818}, {\"attribute5\": \"68\", \"avg_measure\": 1.0}, {\"attribute5\": \"54\", \"avg_measure\": 0.8660049627791563}, {\"attribute5\": \"56\", \"avg_measure\": 0.30112359550561796}, {\"attribute5\": \"98\", \"avg_measure\": -18.0}, {\"attribute5\": \"310\", \"avg_measure\": -264.0}], \"row_count_returned\": 49, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 32.63}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c9ba1916ef2c8cf3955843bc329c5218e3a2c181 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:04:48.968742+00:00", + "ended_at": "2026-05-19T16:04:57.801219+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_42c016e0ad2ab62f", + "problem_id": "v2p_n17_a76b8bca389c86da", + "dataset_id": "n17", + "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=attribute5, measure_col=attribute9.", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute9", + "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": 14.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_42c016e0ad2ab62f.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_42c016e0ad2ab62f", + "api_calls": 0, + "input_tokens": 14043, + "cached_input_tokens": 12672, + "output_tokens": 285, + "total_tokens": 14328, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8795.75, + "sql_execution_elapsed_ms_total": 32.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aceca1b40628c0ec3d4e6c46811b41ab9e79f836 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:04:57.766555+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": 8795.75, "started_at": "2026-05-19T16:04:48.969809+00:00", "ended_at": "2026-05-19T16:04:57.765582+00:00", "prompt_metrics": {"chars": 6747, "bytes_utf8": 6747, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14043, "cached_input_tokens": 12672, "output_tokens": 285, "reasoning_output_tokens": 177}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"attribute5\\\",\\n AVG(CAST(\\\"attribute9\\\" AS REAL)) OVER (PARTITION BY \\\"attribute5\\\") AS avg_measure\\nFROM \\\"n17\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"attribute5\\\" and measure_col=\\\"attribute9\\\". Casted \\\"attribute9\\\" from TEXT to REAL so AVG works numerically in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..763bacc4e22e01ef0ed3dec6c579005716b81d7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_42c016e0ad2ab62f", + "api_calls": 0, + "input_tokens": 14043, + "cached_input_tokens": 12672, + "output_tokens": 285, + "total_tokens": 14328, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8795.75, + "sql_execution_elapsed_ms_total": 32.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd660dd24feb687a745737a388e49d5928c500b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7070, "bytes_utf8": 7070, "lines": 218, "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": 637, "bytes_utf8": 637, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14149, "cached_input_tokens": 12032, "output_tokens": 573, "reasoning_output_tokens": 405}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f637911f5142d21a4d7f502b4eab0643e880a450 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_43b3c2a89e6f07c0", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 12032, + "output_tokens": 573, + "total_tokens": 14722, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19359.99, + "sql_execution_elapsed_ms_total": 13.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ee7d565f04ad4ae58f2943627610485be7844a61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/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": "2026-05-19T15:33:40.790236+00:00", + "ended_at": "2026-05-19T15:34:00.150258+00:00", + "elapsed_ms": 19359.99, + "prompt_metrics": { + "chars": 7070, + "bytes_utf8": 7070, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1350, + "bytes_utf8": 1350, + "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": 637, + "bytes_utf8": 637, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14149, + "cached_input_tokens": 12032, + "output_tokens": 573, + "reasoning_output_tokens": 405 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f23e55c74d0f32d64b00b1e72a0d47fa0592be8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=attribute5, measure_col=attribute7.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute7", + "item_col": "attribute8", + "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": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..17dc9da27ee5d13e2ea24608a95d34f7eae44e27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40df-102f-74c0-880c-2e9d120e2ac1"} +{"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 1990710, Requested 14784. Please try again in 164ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute5\\\", \\\"attribute8\\\",\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute7\\\" AS REAL))) OVER (PARTITION BY \\\"attribute5\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\", \\\"attribute8\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the requested Within-Group Share of Total template with group_col=\\\"attribute5\\\", item_col=\\\"attribute8\\\", and measure_col=\\\"attribute7\\\". Cast the measure to REAL because the SQLite schema stores these numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14149,"cached_input_tokens":12032,"output_tokens":573,"reasoning_output_tokens":405}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5af9f14f6d4aca553cdf410e1de9ce900594bc85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"attribute5\", \"attribute8\",\n SUM(CAST(\"attribute7\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute7\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute7\" AS REAL))) OVER (PARTITION BY \"attribute5\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute5\", \"attribute8\"\nORDER BY share_within_group DESC;","notes":"Applied the requested Within-Group Share of Total template with group_col=\"attribute5\", item_col=\"attribute8\", and measure_col=\"attribute7\". Cast the measure to REAL because the SQLite schema stores these numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..25847c356ce78954245d447881556bd29f6ae578 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/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=attribute5, measure_col=attribute7. +Result preview: [{"attribute5": "310", "attribute8": "-191", "total_measure": 73.0, "share_within_group": 100.0}, {"attribute5": "98", "attribute8": "-14", "total_measure": 4.0, "share_within_group": 100.0}, {"attribute5": "-36", "attribute8": "118", "total_measure": 208.0, "share_within_group": 83.2}, {"attribute5": "-32", "attribute8": "115", "total_measure": 130.0, "share_within_group": 71.42857142857143}, {"attribute5": "-14", "attribute8": "92", "total_measure": 942.0, "share_within_group": 66.19817287420942}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..732a0b01cac15074be993ae43402286dd819bee7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_43b3c2a89e6f07c0 +-- problem_id: v2p_n17_fe719577087c3be2 +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute5", "attribute8", + SUM(CAST("attribute7" AS REAL)) AS total_measure, + SUM(CAST("attribute7" AS REAL)) * 100.0 / SUM(SUM(CAST("attribute7" AS REAL))) OVER (PARTITION BY "attribute5") AS share_within_group +FROM "n17" +GROUP BY "attribute5", "attribute8" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d34186129777c75bb75014718026fb0351168912 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/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 \"attribute5\", \"attribute8\",\n SUM(CAST(\"attribute7\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute7\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute7\" AS REAL))) OVER (PARTITION BY \"attribute5\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute5\", \"attribute8\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute5\\\", \\\"attribute8\\\",\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute7\\\" AS REAL))) OVER (PARTITION BY \\\"attribute5\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\", \\\"attribute8\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"attribute5\", \"attribute8\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"attribute5\": \"310\", \"attribute8\": \"-191\", \"total_measure\": 73.0, \"share_within_group\": 100.0}, {\"attribute5\": \"98\", \"attribute8\": \"-14\", \"total_measure\": 4.0, \"share_within_group\": 100.0}, {\"attribute5\": \"-36\", \"attribute8\": \"118\", \"total_measure\": 208.0, \"share_within_group\": 83.2}, {\"attribute5\": \"-32\", \"attribute8\": \"115\", \"total_measure\": 130.0, \"share_within_group\": 71.42857142857143}, {\"attribute5\": \"-14\", \"attribute8\": \"92\", \"total_measure\": 942.0, \"share_within_group\": 66.19817287420942}, {\"attribute5\": \"-24\", \"attribute8\": \"103\", \"total_measure\": 563.0, \"share_within_group\": 64.86175115207374}, {\"attribute5\": \"68\", \"attribute8\": \"45\", \"total_measure\": 635.0, \"share_within_group\": 56.74709562109026}, {\"attribute5\": \"-38\", \"attribute8\": \"121\", \"total_measure\": 104.0, \"share_within_group\": 55.026455026455025}, {\"attribute5\": \"-22\", \"attribute8\": \"101\", \"total_measure\": 1059.0, \"share_within_group\": 52.870693959061406}, {\"attribute5\": \"-30\", \"attribute8\": \"114\", \"total_measure\": 179.0, \"share_within_group\": 49.860724233983284}, {\"attribute5\": \"-28\", \"attribute8\": \"105\", \"total_measure\": 231.0, \"share_within_group\": 48.125}, {\"attribute5\": \"-46\", \"attribute8\": \"130\", \"total_measure\": 30.0, \"share_within_group\": 45.45454545454545}, {\"attribute5\": \"-30\", \"attribute8\": \"108\", \"total_measure\": 154.0, \"share_within_group\": 42.89693593314763}, {\"attribute5\": \"-46\", \"attribute8\": \"129\", \"total_measure\": 28.0, \"share_within_group\": 42.42424242424242}, {\"attribute5\": \"-40\", \"attribute8\": \"123\", \"total_measure\": 262.0, \"share_within_group\": 40.87363494539782}, {\"attribute5\": \"62\", \"attribute8\": \"49\", \"total_measure\": 764.0, \"share_within_group\": 40.59511158342189}, {\"attribute5\": \"64\", \"attribute8\": \"45\", \"total_measure\": 478.0, \"share_within_group\": 39.56953642384106}, {\"attribute5\": \"64\", \"attribute8\": \"48\", \"total_measure\": 478.0, \"share_within_group\": 39.56953642384106}, {\"attribute5\": \"-18\", \"attribute8\": \"95\", \"total_measure\": 473.0, \"share_within_group\": 38.29959514170041}, {\"attribute5\": \"-20\", \"attribute8\": \"97\", \"total_measure\": 483.0, \"share_within_group\": 35.35871156661786}, {\"attribute5\": \"-42\", \"attribute8\": \"126\", \"total_measure\": 163.0, \"share_within_group\": 34.903640256959314}, {\"attribute5\": \"-12\", \"attribute8\": \"90\", \"total_measure\": 387.0, \"share_within_group\": 32.685810810810814}, {\"attribute5\": \"60\", \"attribute8\": \"49\", \"total_measure\": 671.0, \"share_within_group\": 32.41545893719807}, {\"attribute5\": \"-6\", \"attribute8\": \"88\", \"total_measure\": 600.0, \"share_within_group\": 29.57121734844751}, {\"attribute5\": \"-14\", \"attribute8\": \"97\", \"total_measure\": 407.0, \"share_within_group\": 28.60154602951511}, {\"attribute5\": \"-32\", \"attribute8\": \"117\", \"total_measure\": 52.0, \"share_within_group\": 28.571428571428573}, {\"attribute5\": \"-38\", \"attribute8\": \"123\", \"total_measure\": 53.0, \"share_within_group\": 28.04232804232804}, {\"attribute5\": \"-10\", \"attribute8\": \"87\", \"total_measure\": 435.0, \"share_within_group\": 27.479469361970942}, {\"attribute5\": \"-24\", \"attribute8\": \"108\", \"total_measure\": 238.0, \"share_within_group\": 27.419354838709676}, {\"attribute5\": \"-12\", \"attribute8\": \"89\", \"total_measure\": 303.0, \"share_within_group\": 25.591216216216218}, {\"attribute5\": \"-10\", \"attribute8\": \"92\", \"total_measure\": 403.0, \"share_within_group\": 25.45799115603285}, {\"attribute5\": \"2\", \"attribute8\": \"75\", \"total_measure\": 1024.0, \"share_within_group\": 25.27147087857848}, {\"attribute5\": \"-6\", \"attribute8\": \"86\", \"total_measure\": 499.0, \"share_within_group\": 24.593395761458847}, {\"attribute5\": \"10\", \"attribute8\": \"68\", \"total_measure\": 1897.0, \"share_within_group\": 24.091948183896367}, {\"attribute5\": \"16\", \"attribute8\": \"63\", \"total_measure\": 1883.0, \"share_within_group\": 24.017857142857142}, {\"attribute5\": \"-20\", \"attribute8\": \"98\", \"total_measure\": 328.0, \"share_within_group\": 24.011713030746705}, {\"attribute5\": \"-18\", \"attribute8\": \"94\", \"total_measure\": 286.0, \"share_within_group\": 23.157894736842106}, {\"attribute5\": \"68\", \"attribute8\": \"42\", \"total_measure\": 257.0, \"share_within_group\": 22.966934763181413}, {\"attribute5\": \"-28\", \"attribute8\": \"106\", \"total_measure\": 110.0, \"share_within_group\": 22.916666666666668}, {\"attribute5\": \"0\", \"attribute8\": \"78\", \"total_measure\": 1143.0, \"share_within_group\": 22.571090047393366}, {\"attribute5\": \"-28\", \"attribute8\": \"111\", \"total_measure\": 108.0, \"share_within_group\": 22.5}, {\"attribute5\": \"-20\", \"attribute8\": \"102\", \"total_measure\": 306.0, \"share_within_group\": 22.40117130307467}, {\"attribute5\": \"-18\", \"attribute8\": \"99\", \"total_measure\": 275.0, \"share_within_group\": 22.267206477732792}, {\"attribute5\": \"0\", \"attribute8\": \"79\", \"total_measure\": 1127.0, \"share_within_group\": 22.255134281200633}, {\"attribute5\": \"-4\", \"attribute8\": \"83\", \"total_measure\": 954.0, \"share_within_group\": 21.054954756124477}, {\"attribute5\": \"70\", \"attribute8\": \"33\", \"total_measure\": 29.0, \"share_within_group\": 20.863309352517987}, {\"attribute5\": \"10\", \"attribute8\": \"84\", \"total_measure\": 1607.0, \"share_within_group\": 20.408940817881636}, {\"attribute5\": \"12\", \"attribute8\": \"66\", \"total_measure\": 1436.0, \"share_within_group\": 20.23675310033822}, {\"attribute5\": \"62\", \"attribute8\": \"47\", \"total_measure\": 380.0, \"share_within_group\": 20.191285866099893}, {\"attribute5\": \"-2\", \"attribute8\": \"83\", \"total_measure\": 1001.0, \"share_within_group\": 20.068163592622295}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.5}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..594c487881eb82742c671beaf9d63795dc5148e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:33:40.789205+00:00", + "ended_at": "2026-05-19T15:34:00.166411+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_43b3c2a89e6f07c0", + "problem_id": "v2p_n17_fe719577087c3be2", + "dataset_id": "n17", + "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=attribute5, measure_col=attribute7.", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute7", + "item_col": "attribute8", + "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": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_43b3c2a89e6f07c0.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_43b3c2a89e6f07c0", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 12032, + "output_tokens": 573, + "total_tokens": 14722, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19359.99, + "sql_execution_elapsed_ms_total": 13.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de1ba02cc622fa99b608bf8f986a710d88946e94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:00.151206+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": 19359.99, "started_at": "2026-05-19T15:33:40.790236+00:00", "ended_at": "2026-05-19T15:34:00.150258+00:00", "prompt_metrics": {"chars": 7070, "bytes_utf8": 7070, "lines": 218, "estimated_tokens": null}, "response_metrics": {"chars": 637, "bytes_utf8": 637, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14149, "cached_input_tokens": 12032, "output_tokens": 573, "reasoning_output_tokens": 405}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute5\\\", \\\"attribute8\\\",\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute7\\\" AS REAL))) OVER (PARTITION BY \\\"attribute5\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\", \\\"attribute8\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the requested Within-Group Share of Total template with group_col=\\\"attribute5\\\", item_col=\\\"attribute8\\\", and measure_col=\\\"attribute7\\\". Cast the measure to REAL because the SQLite schema stores these numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df7dd334b7bf48187dd0fd0ba72a65e8d5abe5da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_43b3c2a89e6f07c0", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 12032, + "output_tokens": 573, + "total_tokens": 14722, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19359.99, + "sql_execution_elapsed_ms_total": 13.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_43b3c2a89e6f07c0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f345ae9161d744c52309131b2be1bd54dbd49dcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6971, "bytes_utf8": 6971, "lines": 220, "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": 503, "bytes_utf8": 503, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14126, "cached_input_tokens": 12032, "output_tokens": 601, "reasoning_output_tokens": 467}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3313ae843f344915fbdfb95db1adf45b9631a032 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_46fa12bf6fa60b5c", + "api_calls": 0, + "input_tokens": 14126, + "cached_input_tokens": 12032, + "output_tokens": 601, + "total_tokens": 14727, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16507.73, + "sql_execution_elapsed_ms_total": 5.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1c2bc34a037e3fa765f21b53d865fea85ea8145f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:57.753897+00:00", + "ended_at": "2026-05-19T15:42:14.261662+00:00", + "elapsed_ms": 16507.73, + "prompt_metrics": { + "chars": 6971, + "bytes_utf8": 6971, + "lines": 220, + "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": 503, + "bytes_utf8": 503, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14126, + "cached_input_tokens": 12032, + "output_tokens": 601, + "reasoning_output_tokens": 467 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..736d75bbbc39fb6634ad50291821d0289867d5ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,220 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=attribute2, group_col_2=attribute4.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "attribute2", + "group_col_2": "attribute4", + "predicate_col": "attribute6", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d1ca85d1e18d34ccb6b0caa10130b3b889ed322 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-a594-7b13-948a-0f6461214dba"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"attribute2\\\", \\\"attribute4\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nWHERE CAST(\\\"attribute6\\\" AS REAL) >= 6.0\\nGROUP BY \\\"attribute2\\\", \\\"attribute4\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the requested filtered two-dimensional group count template with group_col=\\\"attribute2\\\", group_col_2=\\\"attribute4\\\", and predicate on \\\"attribute6\\\". Used CAST(\\\"attribute6\\\" AS REAL) because the SQLite schema stores fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14126,"cached_input_tokens":12032,"output_tokens":601,"reasoning_output_tokens":467}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66bd3eaac09eef6f8790460fafcf2bdf875f1664 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"attribute2\", \"attribute4\", COUNT(*) AS \"row_count\"\nFROM \"n17\"\nWHERE CAST(\"attribute6\" AS REAL) >= 6.0\nGROUP BY \"attribute2\", \"attribute4\"\nORDER BY \"row_count\" DESC;","notes":"Applied the requested filtered two-dimensional group count template with group_col=\"attribute2\", group_col_2=\"attribute4\", and predicate on \"attribute6\". Used CAST(\"attribute6\" AS REAL) 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_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_46fa12bf6fa60b5c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..259147d8cf85cd5db92a4180ecf6f7da05f771aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute5. +Result preview: [{"empirical_cdf_at_threshold": 0.7646206896551724}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e36db892cf750328452263138275bff23c3a2e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n17_4d75448f73a27a3c +-- problem_id: v2p_n17_492570c5d5985f4a +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("attribute5" AS REAL) <= 46.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n17"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4f4019eb13547fb555c53e209fd46c90ccb304a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/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_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"attribute5\" AS REAL) <= 46.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n17\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"attribute5\\\" AS REAL) <= 46.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n17\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7646206896551724}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.48}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ce63aa06f11e75ef8c57706ecd40203514467b62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:00:12.523126+00:00", + "ended_at": "2026-05-19T16:00:26.050583+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_4d75448f73a27a3c", + "problem_id": "v2p_n17_492570c5d5985f4a", + "dataset_id": "n17", + "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=attribute5.", + "bindings": { + "measure_col": "attribute5", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=112" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_4d75448f73a27a3c.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_4d75448f73a27a3c", + "api_calls": 0, + "input_tokens": 14020, + "cached_input_tokens": 12032, + "output_tokens": 268, + "total_tokens": 14288, + "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": 12518.55, + "sql_execution_elapsed_ms_total": 2.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78895224559e89057634184951395bc35fad8a34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:00:16.139821+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3613.63, "started_at": "2026-05-19T16:00:12.525433+00:00", "ended_at": "2026-05-19T16:00:16.139103+00:00", "prompt_metrics": {"chars": 6594, "bytes_utf8": 6594, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f7-5a0c-7d42-a73f-35693b849d86\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:00:26.046890+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": 8904.92, "started_at": "2026-05-19T16:00:17.141181+00:00", "ended_at": "2026-05-19T16:00:26.046145+00:00", "prompt_metrics": {"chars": 6594, "bytes_utf8": 6594, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14020, "cached_input_tokens": 12032, "output_tokens": 268, "reasoning_output_tokens": 163}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"attribute5\\\" AS REAL) <= 46.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n17\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"attribute5\\\" and measure_threshold fixed at 46.0. CAST to REAL is included because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a0b2478a234c7f6a56ef0123e51229e9d6c33a39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_4d75448f73a27a3c", + "api_calls": 0, + "input_tokens": 14020, + "cached_input_tokens": 12032, + "output_tokens": 268, + "total_tokens": 14288, + "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": 12518.55, + "sql_execution_elapsed_ms_total": 2.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5b56bddf48905e8c717cb08ab5938053d3d1d41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/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=attribute2, measure_col=time. +Result preview: [{"attribute2": "0", "group_value": 422694.0}, {"attribute2": "1", "group_value": 46035.0}, {"attribute2": "-1", "group_value": 45508.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b5c60fa07996df71f8a77c66e2e993a578b7336 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_4e16c36f1cfde617 +-- problem_id: v2p_n17_92f0ced9b158fbab +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "attribute2", SUM(CAST("time" AS REAL)) AS "group_value" + FROM "n17" + GROUP BY "attribute2" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."attribute2", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.05 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47c4ef836714337bde23824a9c3e3d115b41a940 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/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 \"attribute2\", SUM(CAST(\"time\" AS REAL)) AS \"group_value\"\n FROM \"n17\"\n GROUP BY \"attribute2\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"attribute2\", 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;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"attribute2\\\", SUM(CAST(\\\"time\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute2\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"attribute2\\\", 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;\", \"columns\": [\"attribute2\", \"group_value\"], \"rows\": [{\"attribute2\": \"0\", \"group_value\": 422694.0}, {\"attribute2\": \"1\", \"group_value\": 46035.0}, {\"attribute2\": \"-1\", \"group_value\": 45508.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.94}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9fd80ddc83c4c03db9858095015407f374f7f7cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:49:09.079855+00:00", + "ended_at": "2026-05-19T15:49:21.027228+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_4e16c36f1cfde617", + "problem_id": "v2p_n17_92f0ced9b158fbab", + "dataset_id": "n17", + "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=attribute2, measure_col=time.", + "bindings": { + "group_col": "attribute2", + "measure_col": "time", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=81" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_4e16c36f1cfde617.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_4e16c36f1cfde617", + "api_calls": 0, + "input_tokens": 14164, + "cached_input_tokens": 12032, + "output_tokens": 631, + "total_tokens": 14795, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11936.74, + "sql_execution_elapsed_ms_total": 5.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8729da2c51efe9c777069aca83d66bb1f70950f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:21.019729+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": 11936.74, "started_at": "2026-05-19T15:49:09.081811+00:00", "ended_at": "2026-05-19T15:49:21.018585+00:00", "prompt_metrics": {"chars": 7205, "bytes_utf8": 7205, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 696, "bytes_utf8": 696, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14164, "cached_input_tokens": 12032, "output_tokens": 631, "reasoning_output_tokens": 432}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"attribute2\\\", SUM(CAST(\\\"time\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute2\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"attribute2\\\", 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=\\\"attribute2\\\", measure_col=\\\"time\\\", and fraction_threshold=0.05. Cast \\\"time\\\" from TEXT to REAL so SUM works numerically in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8946077e748033723b9c6ed95667f6f7708e5944 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_4e16c36f1cfde617", + "api_calls": 0, + "input_tokens": 14164, + "cached_input_tokens": 12032, + "output_tokens": 631, + "total_tokens": 14795, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11936.74, + "sql_execution_elapsed_ms_total": 5.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7497961d79625e8ea4147cd115519d0a93dcbed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=attribute8, condition_col=class. +Result preview: [{"attribute8": "118", "condition_rate": 1.0}, {"attribute8": "115", "condition_rate": 1.0}, {"attribute8": "113", "condition_rate": 1.0}, {"attribute8": "106", "condition_rate": 1.0}, {"attribute8": "104", "condition_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6631dbeb6f6d537ea002eb14c7457731e71b8c7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n17_4f80794138137e22 +-- problem_id: v2p_n17_510df3381e043fdb +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute8", + AVG(CASE WHEN "class" = '4' THEN 1 ELSE 0 END) AS condition_rate +FROM "n17" +GROUP BY "attribute8" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79fa64f3436c743a5d5aa79414a2e9f1ebd9fa1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/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_m4_group_condition_rate\nSELECT \"attribute8\",\n AVG(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n17\"\nGROUP BY \"attribute8\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"attribute8\\\",\\n AVG(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute8\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"attribute8\", \"condition_rate\"], \"rows\": [{\"attribute8\": \"118\", \"condition_rate\": 1.0}, {\"attribute8\": \"115\", \"condition_rate\": 1.0}, {\"attribute8\": \"113\", \"condition_rate\": 1.0}, {\"attribute8\": \"106\", \"condition_rate\": 1.0}, {\"attribute8\": \"104\", \"condition_rate\": 1.0}, {\"attribute8\": \"102\", \"condition_rate\": 1.0}, {\"attribute8\": \"97\", \"condition_rate\": 0.9038461538461539}, {\"attribute8\": \"95\", \"condition_rate\": 0.7058823529411765}, {\"attribute8\": \"93\", \"condition_rate\": 0.6923076923076923}, {\"attribute8\": \"91\", \"condition_rate\": 0.6785714285714286}, {\"attribute8\": \"94\", \"condition_rate\": 0.6521739130434783}, {\"attribute8\": \"99\", \"condition_rate\": 0.6388888888888888}, {\"attribute8\": \"103\", \"condition_rate\": 0.6190476190476191}, {\"attribute8\": \"108\", \"condition_rate\": 0.6153846153846154}, {\"attribute8\": \"92\", \"condition_rate\": 0.6136363636363636}, {\"attribute8\": \"51\", \"condition_rate\": 0.5960591133004927}, {\"attribute8\": \"105\", \"condition_rate\": 0.5952380952380952}, {\"attribute8\": \"89\", \"condition_rate\": 0.5625}, {\"attribute8\": \"54\", \"condition_rate\": 0.5227272727272727}, {\"attribute8\": \"111\", \"condition_rate\": 0.5}, {\"attribute8\": \"100\", \"condition_rate\": 0.5}, {\"attribute8\": \"59\", \"condition_rate\": 0.46405228758169936}, {\"attribute8\": \"96\", \"condition_rate\": 0.45454545454545453}, {\"attribute8\": \"121\", \"condition_rate\": 0.4}, {\"attribute8\": \"63\", \"condition_rate\": 0.3867924528301887}, {\"attribute8\": \"52\", \"condition_rate\": 0.38666666666666666}, {\"attribute8\": \"49\", \"condition_rate\": 0.38016528925619836}, {\"attribute8\": \"79\", \"condition_rate\": 0.375}, {\"attribute8\": \"82\", \"condition_rate\": 0.37333333333333335}, {\"attribute8\": \"73\", \"condition_rate\": 0.37142857142857144}, {\"attribute8\": \"88\", \"condition_rate\": 0.35714285714285715}, {\"attribute8\": \"55\", \"condition_rate\": 0.3526570048309179}, {\"attribute8\": \"85\", \"condition_rate\": 0.3373493975903614}, {\"attribute8\": \"76\", \"condition_rate\": 0.3333333333333333}, {\"attribute8\": \"114\", \"condition_rate\": 0.3125}, {\"attribute8\": \"57\", \"condition_rate\": 0.3076923076923077}, {\"attribute8\": \"53\", \"condition_rate\": 0.3049645390070922}, {\"attribute8\": \"70\", \"condition_rate\": 0.3}, {\"attribute8\": \"101\", \"condition_rate\": 0.2903225806451613}, {\"attribute8\": \"87\", \"condition_rate\": 0.2777777777777778}, {\"attribute8\": \"90\", \"condition_rate\": 0.25925925925925924}, {\"attribute8\": \"62\", \"condition_rate\": 0.2543859649122807}, {\"attribute8\": \"46\", \"condition_rate\": 0.25063291139240507}, {\"attribute8\": \"68\", \"condition_rate\": 0.25}, {\"attribute8\": \"65\", \"condition_rate\": 0.25}, {\"attribute8\": \"47\", \"condition_rate\": 0.24581005586592178}, {\"attribute8\": \"50\", \"condition_rate\": 0.23109243697478993}, {\"attribute8\": \"66\", \"condition_rate\": 0.22142857142857142}, {\"attribute8\": \"48\", \"condition_rate\": 0.21846153846153846}, {\"attribute8\": \"77\", \"condition_rate\": 0.2127659574468085}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.76}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d92a35c7f3b7544c88f3fca121a74073bcaf8322 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:57:26.600704+00:00", + "ended_at": "2026-05-19T15:57:38.704585+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_4f80794138137e22", + "problem_id": "v2p_n17_510df3381e043fdb", + "dataset_id": "n17", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=attribute8, condition_col=class.", + "bindings": { + "group_col": "attribute8", + "condition_col": "class", + "condition_value": "4", + "positive_value": "1", + "negative_value": "4", + "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": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_4f80794138137e22.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_4f80794138137e22", + "api_calls": 0, + "input_tokens": 14091, + "cached_input_tokens": 12672, + "output_tokens": 251, + "total_tokens": 14342, + "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": 11091.08, + "sql_execution_elapsed_ms_total": 6.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b38f04c64532d88e55ee8d8bd9c116ad79c0bbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:57:29.734868+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3131.75, "started_at": "2026-05-19T15:57:26.602365+00:00", "ended_at": "2026-05-19T15:57:29.734143+00:00", "prompt_metrics": {"chars": 6894, "bytes_utf8": 6894, "lines": 219, "estimated_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-d1e4-7ab0-979d-63bcf8cf1d8d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:57:38.696367+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": 7959.33, "started_at": "2026-05-19T15:57:30.736249+00:00", "ended_at": "2026-05-19T15:57:38.695625+00:00", "prompt_metrics": {"chars": 6894, "bytes_utf8": 6894, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14091, "cached_input_tokens": 12672, "output_tokens": 251, "reasoning_output_tokens": 144}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"attribute8\\\",\\n AVG(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute8\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with group_col=\\\"attribute8\\\" and condition_col=\\\"class\\\", measuring the within-group proportion of rows where class = '4'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7cb30a76d33cda686a0a0d880b14cacf2c6a3de8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_4f80794138137e22", + "api_calls": 0, + "input_tokens": 14091, + "cached_input_tokens": 12672, + "output_tokens": 251, + "total_tokens": 14342, + "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": 11091.08, + "sql_execution_elapsed_ms_total": 6.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4fa5ae67b8784d26/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4fa5ae67b8784d26/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1312ff65e446f72d0b3a82f6ca73e59b8cd303dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4fa5ae67b8784d26/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "37", "support": 3303, "support_share": 0.22779310344827586, "cumulative_support": 3303}, {"value_label": "55", "support": 1442, "support_share": 0.09944827586206896, "cumulative_support": 4745}, {"value_label": "56", "support": 1393, "support_share": 0.09606896551724138, "cumulative_support": 6138}, {"value_label": "41", "support": 871, "support_share": 0.06006896551724138, "cumulative_support": 7009}, {"value_label": "45", "support": 844, "support_share": 0.05820689655172414, "cumulative_support": 7853}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4fa5ae67b8784d26/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4fa5ae67b8784d26/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..592658a228c723ee9a00d58362bb6d2c0d589965 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4fa5ae67b8784d26/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_4fa5ae67b8784d26 +-- problem_id: v2p_n17_2a65172ecd5b0143 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "time" AS value_label, COUNT(*) AS support + FROM "n17" + GROUP BY "time" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4fa5ae67b8784d26/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4fa5ae67b8784d26/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fddadda3238762e488422e17d0225ec005e9a454 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4fa5ae67b8784d26/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_d\n-- sql_source_dataset_id: n17\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_n17_4fa5ae67b8784d26\n-- problem_id: v2p_n17_2a65172ecd5b0143\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"time\" AS value_label, COUNT(*) AS support\n FROM \"n17\"\n GROUP BY \"time\"\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_d\\n-- sql_source_dataset_id: n17\\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_n17_4fa5ae67b8784d26\\n-- problem_id: v2p_n17_2a65172ecd5b0143\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"time\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n17\\\"\\n GROUP BY \\\"time\\\"\\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\": \"37\", \"support\": 3303, \"support_share\": 0.22779310344827586, \"cumulative_support\": 3303}, {\"value_label\": \"55\", \"support\": 1442, \"support_share\": 0.09944827586206896, \"cumulative_support\": 4745}, {\"value_label\": \"56\", \"support\": 1393, \"support_share\": 0.09606896551724138, \"cumulative_support\": 6138}, {\"value_label\": \"41\", \"support\": 871, \"support_share\": 0.06006896551724138, \"cumulative_support\": 7009}, {\"value_label\": \"45\", \"support\": 844, \"support_share\": 0.05820689655172414, \"cumulative_support\": 7853}, {\"value_label\": \"44\", \"support\": 636, \"support_share\": 0.04386206896551724, \"cumulative_support\": 8489}, {\"value_label\": \"46\", \"support\": 599, \"support_share\": 0.04131034482758621, \"cumulative_support\": 9088}, {\"value_label\": \"49\", \"support\": 590, \"support_share\": 0.04068965517241379, \"cumulative_support\": 9678}, {\"value_label\": \"43\", \"support\": 586, \"support_share\": 0.040413793103448274, \"cumulative_support\": 10264}, {\"value_label\": \"53\", \"support\": 436, \"support_share\": 0.030068965517241378, \"cumulative_support\": 10700}, {\"value_label\": \"51\", \"support\": 432, \"support_share\": 0.029793103448275862, \"cumulative_support\": 11132}, {\"value_label\": \"42\", \"support\": 342, \"support_share\": 0.023586206896551724, \"cumulative_support\": 11474}, {\"value_label\": \"38\", \"support\": 319, \"support_share\": 0.022, \"cumulative_support\": 11793}, {\"value_label\": \"48\", \"support\": 304, \"support_share\": 0.020965517241379312, \"cumulative_support\": 12097}, {\"value_label\": \"47\", \"support\": 292, \"support_share\": 0.020137931034482758, \"cumulative_support\": 12389}, {\"value_label\": \"39\", \"support\": 239, \"support_share\": 0.016482758620689656, \"cumulative_support\": 12628}, {\"value_label\": \"50\", \"support\": 221, \"support_share\": 0.015241379310344827, \"cumulative_support\": 12849}, {\"value_label\": \"52\", \"support\": 216, \"support_share\": 0.014896551724137931, \"cumulative_support\": 13065}, {\"value_label\": \"40\", \"support\": 152, \"support_share\": 0.010482758620689656, \"cumulative_support\": 13217}, {\"value_label\": \"54\", \"support\": 98, \"support_share\": 0.006758620689655172, \"cumulative_support\": 13315}, {\"value_label\": \"57\", \"support\": 92, \"support_share\": 0.006344827586206896, \"cumulative_support\": 13407}, {\"value_label\": \"81\", \"support\": 90, \"support_share\": 0.006206896551724138, \"cumulative_support\": 13497}, {\"value_label\": \"58\", \"support\": 85, \"support_share\": 0.0058620689655172415, \"cumulative_support\": 13582}, {\"value_label\": \"79\", \"support\": 84, \"support_share\": 0.005793103448275862, \"cumulative_support\": 13666}, {\"value_label\": \"82\", \"support\": 78, \"support_share\": 0.005379310344827587, \"cumulative_support\": 13744}, {\"value_label\": \"80\", \"support\": 75, \"support_share\": 0.005172413793103448, \"cumulative_support\": 13819}, {\"value_label\": \"85\", \"support\": 70, \"support_share\": 0.004827586206896552, \"cumulative_support\": 13889}, {\"value_label\": \"59\", \"support\": 56, \"support_share\": 0.0038620689655172414, \"cumulative_support\": 13945}, {\"value_label\": \"84\", \"support\": 51, \"support_share\": 0.003517241379310345, \"cumulative_support\": 13996}, {\"value_label\": \"83\", \"support\": 47, \"support_share\": 0.0032413793103448275, \"cumulative_support\": 14043}, {\"value_label\": \"102\", \"support\": 45, \"support_share\": 0.003103448275862069, \"cumulative_support\": 14088}, {\"value_label\": \"105\", \"support\": 44, \"support_share\": 0.0030344827586206895, \"cumulative_support\": 14132}, {\"value_label\": \"104\", \"support\": 36, \"support_share\": 0.0024827586206896553, \"cumulative_support\": 14168}, {\"value_label\": \"106\", \"support\": 28, \"support_share\": 0.0019310344827586207, \"cumulative_support\": 14196}, {\"value_label\": \"76\", \"support\": 28, \"support_share\": 0.0019310344827586207, \"cumulative_support\": 14224}, {\"value_label\": \"101\", \"support\": 23, \"support_share\": 0.001586206896551724, \"cumulative_support\": 14247}, {\"value_label\": \"62\", \"support\": 23, \"support_share\": 0.001586206896551724, \"cumulative_support\": 14270}, {\"value_label\": \"64\", \"support\": 23, \"support_share\": 0.001586206896551724, \"cumulative_support\": 14293}, {\"value_label\": \"66\", \"support\": 22, \"support_share\": 0.0015172413793103448, \"cumulative_support\": 14315}, {\"value_label\": \"78\", \"support\": 22, \"support_share\": 0.0015172413793103448, \"cumulative_support\": 14337}, {\"value_label\": \"107\", \"support\": 19, \"support_share\": 0.001310344827586207, \"cumulative_support\": 14356}, {\"value_label\": \"77\", \"support\": 15, \"support_share\": 0.0010344827586206897, \"cumulative_support\": 14371}, {\"value_label\": \"36\", \"support\": 14, \"support_share\": 0.0009655172413793104, \"cumulative_support\": 14385}, {\"value_label\": \"103\", \"support\": 11, \"support_share\": 0.0007586206896551724, \"cumulative_support\": 14396}, {\"value_label\": \"63\", \"support\": 10, \"support_share\": 0.000689655172413793, \"cumulative_support\": 14406}, {\"value_label\": \"71\", \"support\": 10, \"support_share\": 0.000689655172413793, \"cumulative_support\": 14416}, {\"value_label\": \"86\", \"support\": 9, \"support_share\": 0.0006206896551724138, \"cumulative_support\": 14425}, {\"value_label\": \"60\", \"support\": 8, \"support_share\": 0.0005517241379310345, \"cumulative_support\": 14433}, {\"value_label\": \"67\", \"support\": 8, \"support_share\": 0.0005517241379310345, \"cumulative_support\": 14441}, {\"value_label\": \"87\", \"support\": 8, \"support_share\": 0.0005517241379310345, \"cumulative_support\": 14449}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.89}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4fa5ae67b8784d26/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4fa5ae67b8784d26/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dc637947e5964dc7b5ad9c682a3ca9c6398b6a31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4fa5ae67b8784d26/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:06:55.721813+00:00", + "ended_at": "2026-05-19T16:06:55.729115+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_4fa5ae67b8784d26", + "problem_id": "v2p_n17_2a65172ecd5b0143", + "dataset_id": "n17", + "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=time.", + "bindings": { + "group_col": "time" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_4fa5ae67b8784d26.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_d/n17/artifacts/v2q_n17_4fa5ae67b8784d26/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4fa5ae67b8784d26/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4fa5ae67b8784d26/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_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cad2ff184d0b8fc16e0c58a068a1136fef54422 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute3, condition_col=class. +Result preview: [{"attribute3": "90", "condition_rate": 1.0}, {"attribute3": "64", "condition_rate": 1.0}, {"attribute3": "40", "condition_rate": 1.0}, {"attribute3": "118", "condition_rate": 1.0}, {"attribute3": "113", "condition_rate": 1.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f4868e3e425676fdbf5e7a9fa229f9f8cb01e816 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n17_51c8ca6f0fdfdf0e +-- problem_id: v2p_n17_b6b7fc09f1d4416d +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute3", + AVG(CASE WHEN "class" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n17" +GROUP BY "attribute3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..610056d38d27e7f77c0200ce78f5bd348a03e880 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/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_m4_group_condition_rate\nSELECT \"attribute3\",\n AVG(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n17\"\nGROUP BY \"attribute3\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"attribute3\\\",\\n AVG(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"attribute3\", \"condition_rate\"], \"rows\": [{\"attribute3\": \"90\", \"condition_rate\": 1.0}, {\"attribute3\": \"64\", \"condition_rate\": 1.0}, {\"attribute3\": \"40\", \"condition_rate\": 1.0}, {\"attribute3\": \"118\", \"condition_rate\": 1.0}, {\"attribute3\": \"113\", \"condition_rate\": 1.0}, {\"attribute3\": \"112\", \"condition_rate\": 1.0}, {\"attribute3\": \"111\", \"condition_rate\": 1.0}, {\"attribute3\": \"110\", \"condition_rate\": 1.0}, {\"attribute3\": \"101\", \"condition_rate\": 1.0}, {\"attribute3\": \"100\", \"condition_rate\": 1.0}, {\"attribute3\": \"75\", \"condition_rate\": 0.9462809917355371}, {\"attribute3\": \"87\", \"condition_rate\": 0.9461538461538461}, {\"attribute3\": \"109\", \"condition_rate\": 0.9108910891089109}, {\"attribute3\": \"76\", \"condition_rate\": 0.90625}, {\"attribute3\": \"80\", \"condition_rate\": 0.9057239057239057}, {\"attribute3\": \"83\", \"condition_rate\": 0.8991130820399114}, {\"attribute3\": \"86\", \"condition_rate\": 0.8927613941018767}, {\"attribute3\": \"85\", \"condition_rate\": 0.8888888888888888}, {\"attribute3\": \"104\", \"condition_rate\": 0.8742138364779874}, {\"attribute3\": \"82\", \"condition_rate\": 0.8715083798882681}, {\"attribute3\": \"94\", \"condition_rate\": 0.864406779661017}, {\"attribute3\": \"79\", \"condition_rate\": 0.8559102674719585}, {\"attribute3\": \"88\", \"condition_rate\": 0.8494809688581315}, {\"attribute3\": \"81\", \"condition_rate\": 0.845575959933222}, {\"attribute3\": \"106\", \"condition_rate\": 0.8095238095238095}, {\"attribute3\": \"74\", \"condition_rate\": 0.7962962962962963}, {\"attribute3\": \"108\", \"condition_rate\": 0.7869822485207101}, {\"attribute3\": \"91\", \"condition_rate\": 0.77}, {\"attribute3\": \"89\", \"condition_rate\": 0.7664670658682635}, {\"attribute3\": \"107\", \"condition_rate\": 0.7647058823529411}, {\"attribute3\": \"102\", \"condition_rate\": 0.7602739726027398}, {\"attribute3\": \"78\", \"condition_rate\": 0.7540029112081513}, {\"attribute3\": \"84\", \"condition_rate\": 0.7513513513513513}, {\"attribute3\": \"77\", \"condition_rate\": 0.7063914780292943}, {\"attribute3\": \"105\", \"condition_rate\": 0.7}, {\"attribute3\": \"103\", \"condition_rate\": 0.6447368421052632}, {\"attribute3\": \"93\", \"condition_rate\": 0.5897435897435898}, {\"attribute3\": \"92\", \"condition_rate\": 0.5161290322580645}, {\"attribute3\": \"95\", \"condition_rate\": 0.4709976798143852}, {\"attribute3\": \"97\", \"condition_rate\": 0.4380952380952381}, {\"attribute3\": \"99\", \"condition_rate\": 0.4067796610169492}, {\"attribute3\": \"96\", \"condition_rate\": 0.3883495145631068}, {\"attribute3\": \"98\", \"condition_rate\": 0.10062893081761007}, {\"attribute3\": \"73\", \"condition_rate\": 0.0}, {\"attribute3\": \"72\", \"condition_rate\": 0.0}, {\"attribute3\": \"71\", \"condition_rate\": 0.0}], \"row_count_returned\": 46, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.9}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bebdd632f8f653d9d5baf3bd66759b8ca6388452 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:58:51.185579+00:00", + "ended_at": "2026-05-19T15:59:07.262972+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_51c8ca6f0fdfdf0e", + "problem_id": "v2p_n17_b6b7fc09f1d4416d", + "dataset_id": "n17", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute3, condition_col=class.", + "bindings": { + "group_col": "attribute3", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_51c8ca6f0fdfdf0e.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_51c8ca6f0fdfdf0e", + "api_calls": 0, + "input_tokens": 14091, + "cached_input_tokens": 13696, + "output_tokens": 540, + "total_tokens": 14631, + "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": 15053.41, + "sql_execution_elapsed_ms_total": 15.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b88c99dd18eef0cd3a69f8d4306e5d42d2e2cc00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:58:54.581642+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3393.73, "started_at": "2026-05-19T15:58:51.186817+00:00", "ended_at": "2026-05-19T15:58:54.580580+00:00", "prompt_metrics": {"chars": 6900, "bytes_utf8": 6900, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-1c5e-77c2-8dc8-bab591ae91f7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:59:07.244109+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": 11659.68, "started_at": "2026-05-19T15:58:55.582495+00:00", "ended_at": "2026-05-19T15:59:07.242218+00:00", "prompt_metrics": {"chars": 6900, "bytes_utf8": 6900, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14091, "cached_input_tokens": 13696, "output_tokens": 540, "reasoning_output_tokens": 421}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"attribute3\\\",\\n AVG(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template exactly, grouping by \\\"attribute3\\\" and computing the within-group proportion of rows where \\\"class\\\" = '1'. String comparison is used because the SQLite schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b373377f716044b40df1dbfe65142c0090d2d0d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_51c8ca6f0fdfdf0e", + "api_calls": 0, + "input_tokens": 14091, + "cached_input_tokens": 13696, + "output_tokens": 540, + "total_tokens": 14631, + "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": 15053.41, + "sql_execution_elapsed_ms_total": 15.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d4fd120842d4af5fd85d443075409edd33a4cc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=attribute5, measure_col=attribute4. +Result preview: [{"attribute5": "310", "percentile_measure": 1751.0}, {"attribute5": "-46", "percentile_measure": 5.5}, {"attribute5": "-38", "percentile_measure": 5.200000000000003}, {"attribute5": "-42", "percentile_measure": 5.0}, {"attribute5": "72", "percentile_measure": 4.6000000000000085}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e1e70461bcc0edb5b96d609a16845393b34f97c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/generated_sql.sql @@ -0,0 +1,64 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n17_54fc53330eb24dae +-- problem_id: v2p_n17_2962dceb3f3689fb +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "attribute5", + CAST("attribute4" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "attribute5" + ORDER BY CAST("attribute4" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "attribute5") AS "cnt" + FROM "n17" + WHERE "attribute5" IS NOT NULL + AND "attribute4" IS NOT NULL +), +"positions" AS ( + SELECT DISTINCT + "attribute5", + "cnt", + (1.0 + ("cnt" - 1) * 0.9) AS "pos", + CAST((1.0 + ("cnt" - 1) * 0.9) AS INT) AS "lower_rn", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST((1.0 + ("cnt" - 1) * 0.9) AS INT) + THEN CAST((1.0 + ("cnt" - 1) * 0.9) AS INT) + ELSE CAST((1.0 + ("cnt" - 1) * 0.9) AS INT) + 1 + END AS "upper_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + p."attribute5", + p."pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure_value" END) AS "lower_value", + MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure_value" END) AS "upper_value" + FROM "positions" AS p + JOIN "ordered" AS o + ON o."attribute5" = p."attribute5" + GROUP BY + p."attribute5", + p."pos", + p."lower_rn", + p."upper_rn" +) +SELECT + "attribute5", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + ("pos" - "lower_rn") * ("upper_value" - "lower_value") + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d512c3c401cb5fbb7a0d279f35ee074c33d882e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"attribute5\",\n CAST(\"attribute4\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"attribute5\"\n ORDER BY CAST(\"attribute4\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"attribute5\") AS \"cnt\"\n FROM \"n17\"\n WHERE \"attribute5\" IS NOT NULL\n AND \"attribute4\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"attribute5\",\n \"cnt\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INT) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.9) = CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INT)\n THEN CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INT)\n ELSE CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INT) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n p.\"attribute5\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"measure_value\" END) AS \"upper_value\"\n FROM \"positions\" AS p\n JOIN \"ordered\" AS o\n ON o.\"attribute5\" = p.\"attribute5\"\n GROUP BY\n p.\"attribute5\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\"\n)\nSELECT\n \"attribute5\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"attribute5\\\",\\n CAST(\\\"attribute4\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"attribute5\\\"\\n ORDER BY CAST(\\\"attribute4\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"attribute5\\\") AS \\\"cnt\\\"\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute5\\\" IS NOT NULL\\n AND \\\"attribute4\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"attribute5\\\",\\n \\\"cnt\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INT) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INT)\\n THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INT)\\n ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INT) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"attribute5\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"positions\\\" AS p\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"attribute5\\\" = p.\\\"attribute5\\\"\\n GROUP BY\\n p.\\\"attribute5\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"attribute5\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"attribute5\", \"percentile_measure\"], \"rows\": [{\"attribute5\": \"310\", \"percentile_measure\": 1751.0}, {\"attribute5\": \"-46\", \"percentile_measure\": 5.5}, {\"attribute5\": \"-38\", \"percentile_measure\": 5.200000000000003}, {\"attribute5\": \"-42\", \"percentile_measure\": 5.0}, {\"attribute5\": \"72\", \"percentile_measure\": 4.6000000000000085}, {\"attribute5\": \"-24\", \"percentile_measure\": 4.300000000000004}, {\"attribute5\": \"0\", \"percentile_measure\": 4.200000000000017}, {\"attribute5\": \"-12\", \"percentile_measure\": 4.200000000000003}, {\"attribute5\": \"-2\", \"percentile_measure\": 4.0}, {\"attribute5\": \"24\", \"percentile_measure\": 4.0}, {\"attribute5\": \"70\", \"percentile_measure\": 4.0}, {\"attribute5\": \"-40\", \"percentile_measure\": 3.6000000000000085}, {\"attribute5\": \"-22\", \"percentile_measure\": 3.200000000000003}, {\"attribute5\": \"2\", \"percentile_measure\": 3.0}, {\"attribute5\": \"26\", \"percentile_measure\": 3.0}, {\"attribute5\": \"36\", \"percentile_measure\": 3.0}, {\"attribute5\": \"38\", \"percentile_measure\": 3.0}, {\"attribute5\": \"46\", \"percentile_measure\": 3.0}, {\"attribute5\": \"62\", \"percentile_measure\": 3.0}, {\"attribute5\": \"60\", \"percentile_measure\": 2.6000000000000014}, {\"attribute5\": \"-4\", \"percentile_measure\": 2.5}, {\"attribute5\": \"10\", \"percentile_measure\": 2.0}, {\"attribute5\": \"28\", \"percentile_measure\": 2.0}, {\"attribute5\": \"30\", \"percentile_measure\": 2.0}, {\"attribute5\": \"34\", \"percentile_measure\": 2.0}, {\"attribute5\": \"42\", \"percentile_measure\": 2.0}, {\"attribute5\": \"44\", \"percentile_measure\": 2.0}, {\"attribute5\": \"50\", \"percentile_measure\": 2.0}, {\"attribute5\": \"52\", \"percentile_measure\": 2.0}, {\"attribute5\": \"54\", \"percentile_measure\": 2.0}, {\"attribute5\": \"56\", \"percentile_measure\": 2.0}, {\"attribute5\": \"8\", \"percentile_measure\": 2.0}, {\"attribute5\": \"-36\", \"percentile_measure\": 1.2000000000000028}, {\"attribute5\": \"-6\", \"percentile_measure\": 1.0}, {\"attribute5\": \"12\", \"percentile_measure\": 1.0}, {\"attribute5\": \"18\", \"percentile_measure\": 1.0}, {\"attribute5\": \"20\", \"percentile_measure\": 1.0}, {\"attribute5\": \"6\", \"percentile_measure\": 1.0}, {\"attribute5\": \"64\", \"percentile_measure\": 1.0}, {\"attribute5\": \"-30\", \"percentile_measure\": 0.6999999999999993}, {\"attribute5\": \"-10\", \"percentile_measure\": 0.0}, {\"attribute5\": \"-14\", \"percentile_measure\": 0.0}, {\"attribute5\": \"-18\", \"percentile_measure\": 0.0}, {\"attribute5\": \"-20\", \"percentile_measure\": 0.0}, {\"attribute5\": \"-28\", \"percentile_measure\": 0.0}, {\"attribute5\": \"-32\", \"percentile_measure\": 0.0}, {\"attribute5\": \"16\", \"percentile_measure\": 0.0}, {\"attribute5\": \"68\", \"percentile_measure\": 0.0}, {\"attribute5\": \"98\", \"percentile_measure\": 0.0}], \"row_count_returned\": 49, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 52.83}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8d09d26395d43b0516fae5f7ec8c3fe42be40e47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:49:56.737765+00:00", + "ended_at": "2026-05-19T15:50:16.652788+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_54fc53330eb24dae", + "problem_id": "v2p_n17_2962dceb3f3689fb", + "dataset_id": "n17", + "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=attribute5, measure_col=attribute4.", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute4", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_54fc53330eb24dae.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_54fc53330eb24dae", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 1155, + "total_tokens": 15224, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19858.59, + "sql_execution_elapsed_ms_total": 52.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e7ecd3ca4d4861d542dcf6a22e353e997836cc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:50:16.598174+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": 19858.59, "started_at": "2026-05-19T15:49:56.738712+00:00", "ended_at": "2026-05-19T15:50:16.597323+00:00", "prompt_metrics": {"chars": 6839, "bytes_utf8": 6839, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 1934, "bytes_utf8": 1934, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14069, "cached_input_tokens": 12672, "output_tokens": 1155, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"attribute5\\\",\\n CAST(\\\"attribute4\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"attribute5\\\"\\n ORDER BY CAST(\\\"attribute4\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"attribute5\\\") AS \\\"cnt\\\"\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute5\\\" IS NOT NULL\\n AND \\\"attribute4\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"attribute5\\\",\\n \\\"cnt\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INT) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INT)\\n THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INT)\\n ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INT) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"attribute5\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2d84294b7d681a72ed539de4b24fb1c8c9ff663f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_54fc53330eb24dae", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 1155, + "total_tokens": 15224, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19858.59, + "sql_execution_elapsed_ms_total": 52.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05f117f141cacb2f404da4658a375c95a79f8999 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7203, "bytes_utf8": 7203, "lines": 216, "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": 607, "bytes_utf8": 607, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14164, "cached_input_tokens": 12672, "output_tokens": 323, "reasoning_output_tokens": 162}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..65cba61ac39f040a900acb6de3f8e78b8877c3a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_56d771b885c8a33d", + "api_calls": 0, + "input_tokens": 14164, + "cached_input_tokens": 12672, + "output_tokens": 323, + "total_tokens": 14487, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13929.61, + "sql_execution_elapsed_ms_total": 10.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7ac5348642da535991e3e8c46c30a1a377bcdd05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/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": "2026-05-19T15:44:35.958474+00:00", + "ended_at": "2026-05-19T15:44:49.888116+00:00", + "elapsed_ms": 13929.61, + "prompt_metrics": { + "chars": 7203, + "bytes_utf8": 7203, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 978, + "bytes_utf8": 978, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 607, + "bytes_utf8": 607, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14164, + "cached_input_tokens": 12672, + "output_tokens": 323, + "reasoning_output_tokens": 162 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04cdc7be334d42add26d1d9e7e67f7eb39044442 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=attribute3, measure_col=time.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "attribute3", + "measure_col": "time", + "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": 55.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42c2342d092016300bf90d6be6c4949ad0ece324 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-0f9c-7df0-9619-4d35759aae5f"} +{"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 \\\"attribute3\\\", SUM(CAST(\\\"time\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute3\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute3\\\", 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 requested template with group_col=\\\"attribute3\\\" and measure_col=\\\"time\\\". Cast \\\"time\\\" to REAL because the SQLite schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14164,"cached_input_tokens":12672,"output_tokens":323,"reasoning_output_tokens":162}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ffa1db10482ed8601653b1519b93e48e8446d69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"attribute3\", SUM(CAST(\"time\" AS REAL)) AS group_value\n FROM \"n17\"\n GROUP BY \"attribute3\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"attribute3\", 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 requested template with group_col=\"attribute3\" and measure_col=\"time\". Cast \"time\" to REAL because the SQLite schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa62cb3910133819d8e0f7e25ebe17456f4aa0a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=attribute3, measure_col=time. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3791ab4c9efa63d4d24690ca4ffc4a3cf2f6da6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_56d771b885c8a33d +-- problem_id: v2p_n17_bf85ec6ba5be6f31 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "attribute3", SUM(CAST("time" AS REAL)) AS group_value + FROM "n17" + GROUP BY "attribute3" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."attribute3", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a689bcd6c08b9c3f4f38616a965a2ab41315d60f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/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 \"attribute3\", SUM(CAST(\"time\" AS REAL)) AS group_value\n FROM \"n17\"\n GROUP BY \"attribute3\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"attribute3\", 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 \\\"attribute3\\\", SUM(CAST(\\\"time\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute3\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute3\\\", 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\": [\"attribute3\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.36}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff964b1e50430df6e2a9672b2d756b75e44b42d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:44:35.956943+00:00", + "ended_at": "2026-05-19T15:44:49.901597+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_56d771b885c8a33d", + "problem_id": "v2p_n17_bf85ec6ba5be6f31", + "dataset_id": "n17", + "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=attribute3, measure_col=time.", + "bindings": { + "group_col": "attribute3", + "measure_col": "time", + "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": 55.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_d/n17/sql/v2q_n17_56d771b885c8a33d.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_56d771b885c8a33d", + "api_calls": 0, + "input_tokens": 14164, + "cached_input_tokens": 12672, + "output_tokens": 323, + "total_tokens": 14487, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13929.61, + "sql_execution_elapsed_ms_total": 10.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14aa0db03663d1be1b0b1b1ed84a83fc763be721 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:49.889223+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": 13929.61, "started_at": "2026-05-19T15:44:35.958474+00:00", "ended_at": "2026-05-19T15:44:49.888116+00:00", "prompt_metrics": {"chars": 7203, "bytes_utf8": 7203, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 607, "bytes_utf8": 607, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14164, "cached_input_tokens": 12672, "output_tokens": 323, "reasoning_output_tokens": 162}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"attribute3\\\", SUM(CAST(\\\"time\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute3\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute3\\\", 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 requested template with group_col=\\\"attribute3\\\" and measure_col=\\\"time\\\". Cast \\\"time\\\" to REAL because the SQLite schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3f11b6b61198ded4df73720fbca9aee8538cb004 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_56d771b885c8a33d", + "api_calls": 0, + "input_tokens": 14164, + "cached_input_tokens": 12672, + "output_tokens": 323, + "total_tokens": 14487, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13929.61, + "sql_execution_elapsed_ms_total": 10.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_56d771b885c8a33d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..87007ac8f4778d1cc459f544b5cc482c6ee753b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/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=class. +Result preview: [{"class": "1", "row_count": 11478}, {"class": "4", "row_count": 2155}, {"class": "5", "row_count": 809}, {"class": "3", "row_count": 39}, {"class": "2", "row_count": 13}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..86fffc567bb9e386587af6d659f4acc9f052799e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_58a4e26f81071ff7 +-- problem_id: v2p_n17_7d634c93e2294ee0 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS "row_count" +FROM "n17" +GROUP BY "class" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31932d0c099c85218f00962c96e824aae4df6409 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/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 \"class\", COUNT(*) AS \"row_count\"\nFROM \"n17\"\nGROUP BY \"class\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"class\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"class\", \"row_count\"], \"rows\": [{\"class\": \"1\", \"row_count\": 11478}, {\"class\": \"4\", \"row_count\": 2155}, {\"class\": \"5\", \"row_count\": 809}, {\"class\": \"3\", \"row_count\": 39}, {\"class\": \"2\", \"row_count\": 13}, {\"class\": \"6\", \"row_count\": 4}, {\"class\": \"7\", \"row_count\": 2}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.19}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..968d7391e07b8010d70c50bdb716333dd1990265 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:33:13.758696+00:00", + "ended_at": "2026-05-19T15:33:23.760554+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_58a4e26f81071ff7", + "problem_id": "v2p_n17_7d634c93e2294ee0", + "dataset_id": "n17", + "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=class.", + "bindings": { + "group_col": "class", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=19" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_58a4e26f81071ff7.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_58a4e26f81071ff7", + "api_calls": 0, + "input_tokens": 14002, + "cached_input_tokens": 12032, + "output_tokens": 288, + "total_tokens": 14290, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9991.32, + "sql_execution_elapsed_ms_total": 6.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b65bf96cd422759a3bb26a5e43d71d443ee26d44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:33:23.752577+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": 9991.32, "started_at": "2026-05-19T15:33:13.760010+00:00", "ended_at": "2026-05-19T15:33:23.751362+00:00", "prompt_metrics": {"chars": 6555, "bytes_utf8": 6555, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 275, "bytes_utf8": 275, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14002, "cached_input_tokens": 12032, "output_tokens": 288, "reasoning_output_tokens": 210}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"class\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to \\\"class\\\" on the single table \\\"n17\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dd124d228af7ef64f2a235e5fcadfe6615919e58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_58a4e26f81071ff7", + "api_calls": 0, + "input_tokens": 14002, + "cached_input_tokens": 12032, + "output_tokens": 288, + "total_tokens": 14290, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9991.32, + "sql_execution_elapsed_ms_total": 6.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_59bf118828039070/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_59bf118828039070/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..45ec43ca01c2fe25be36f1b8d1a4c5511943ae61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_59bf118828039070/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"attribute8": "37", "support": 701, "avg_response": 81.55634807417974}, {"attribute8": "39", "support": 683, "avg_response": 82.90043923865301}, {"attribute8": "41", "support": 664, "avg_response": 83.41566265060241}, {"attribute8": "35", "support": 572, "avg_response": 83.28146853146853}, {"attribute8": "42", "support": 525, "avg_response": 86.68}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_59bf118828039070/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_59bf118828039070/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d119f30249b475c8aa98b2f9f590cc7e34511655 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_59bf118828039070/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_59bf118828039070 +-- problem_id: v2p_n17_411cafae205ba2b1 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "attribute8", + COUNT(*) AS support, + AVG("attribute3") AS avg_response +FROM "n17" +GROUP BY "attribute8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_59bf118828039070/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_59bf118828039070/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b2637edae70049797eb207eb0732aa986b60bc98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_59bf118828039070/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_d\n-- sql_source_dataset_id: n17\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_n17_59bf118828039070\n-- problem_id: v2p_n17_411cafae205ba2b1\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"attribute8\",\n COUNT(*) AS support,\n AVG(\"attribute3\") AS avg_response\nFROM \"n17\"\nGROUP BY \"attribute8\"\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_d\\n-- sql_source_dataset_id: n17\\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_n17_59bf118828039070\\n-- problem_id: v2p_n17_411cafae205ba2b1\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"attribute8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"attribute3\\\") AS avg_response\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"attribute8\", \"support\", \"avg_response\"], \"rows\": [{\"attribute8\": \"37\", \"support\": 701, \"avg_response\": 81.55634807417974}, {\"attribute8\": \"39\", \"support\": 683, \"avg_response\": 82.90043923865301}, {\"attribute8\": \"41\", \"support\": 664, \"avg_response\": 83.41566265060241}, {\"attribute8\": \"35\", \"support\": 572, \"avg_response\": 83.28146853146853}, {\"attribute8\": \"42\", \"support\": 525, \"avg_response\": 86.68}, {\"attribute8\": \"44\", \"support\": 509, \"avg_response\": 86.14931237721022}, {\"attribute8\": \"32\", \"support\": 492, \"avg_response\": 80.97967479674797}, {\"attribute8\": \"34\", \"support\": 455, \"avg_response\": 80.95384615384616}, {\"attribute8\": \"46\", \"support\": 395, \"avg_response\": 86.89113924050633}, {\"attribute8\": \"30\", \"support\": 379, \"avg_response\": 81.56728232189974}, {\"attribute8\": \"43\", \"support\": 371, \"avg_response\": 82.57142857142857}, {\"attribute8\": \"40\", \"support\": 360, \"avg_response\": 82.76944444444445}, {\"attribute8\": \"38\", \"support\": 355, \"avg_response\": 83.18591549295775}, {\"attribute8\": \"36\", \"support\": 341, \"avg_response\": 84.0733137829912}, {\"attribute8\": \"48\", \"support\": 325, \"avg_response\": 87.18461538461538}, {\"attribute8\": \"33\", \"support\": 306, \"avg_response\": 86.13071895424837}, {\"attribute8\": \"45\", \"support\": 273, \"avg_response\": 88.51282051282051}, {\"attribute8\": \"49\", \"support\": 242, \"avg_response\": 93.38429752066116}, {\"attribute8\": \"50\", \"support\": 238, \"avg_response\": 89.21428571428571}, {\"attribute8\": \"28\", \"support\": 214, \"avg_response\": 80.52803738317758}, {\"attribute8\": \"55\", \"support\": 207, \"avg_response\": 86.06763285024155}, {\"attribute8\": \"51\", \"support\": 203, \"avg_response\": 93.07881773399015}, {\"attribute8\": \"29\", \"support\": 190, \"avg_response\": 81.99473684210527}, {\"attribute8\": \"57\", \"support\": 182, \"avg_response\": 89.96703296703296}, {\"attribute8\": \"47\", \"support\": 179, \"avg_response\": 88.72625698324022}, {\"attribute8\": \"31\", \"support\": 178, \"avg_response\": 81.48876404494382}, {\"attribute8\": \"54\", \"support\": 176, \"avg_response\": 87.6875}, {\"attribute8\": \"59\", \"support\": 153, \"avg_response\": 85.76470588235294}, {\"attribute8\": \"52\", \"support\": 150, \"avg_response\": 84.74}, {\"attribute8\": \"53\", \"support\": 141, \"avg_response\": 89.63120567375887}, {\"attribute8\": \"26\", \"support\": 141, \"avg_response\": 80.35460992907801}, {\"attribute8\": \"66\", \"support\": 140, \"avg_response\": 91.14285714285714}, {\"attribute8\": \"86\", \"support\": 132, \"avg_response\": 88.8030303030303}, {\"attribute8\": \"27\", \"support\": 131, \"avg_response\": 81.52671755725191}, {\"attribute8\": \"72\", \"support\": 126, \"avg_response\": 91.44444444444444}, {\"attribute8\": \"83\", \"support\": 121, \"avg_response\": 85.8099173553719}, {\"attribute8\": \"62\", \"support\": 114, \"avg_response\": 92.03508771929825}, {\"attribute8\": \"70\", \"support\": 110, \"avg_response\": 88.36363636363636}, {\"attribute8\": \"64\", \"support\": 109, \"avg_response\": 93.45871559633028}, {\"attribute8\": \"75\", \"support\": 109, \"avg_response\": 90.20183486238533}, {\"attribute8\": \"69\", \"support\": 107, \"avg_response\": 92.53271028037383}, {\"attribute8\": \"63\", \"support\": 106, \"avg_response\": 86.93396226415095}, {\"attribute8\": \"58\", \"support\": 105, \"avg_response\": 91.0952380952381}, {\"attribute8\": \"79\", \"support\": 104, \"avg_response\": 83.07692307692308}, {\"attribute8\": \"60\", \"support\": 103, \"avg_response\": 95.6504854368932}, {\"attribute8\": \"71\", \"support\": 101, \"avg_response\": 93.21782178217822}, {\"attribute8\": \"78\", \"support\": 100, \"avg_response\": 92.85}, {\"attribute8\": \"88\", \"support\": 98, \"avg_response\": 86.89795918367346}, {\"attribute8\": \"61\", \"support\": 96, \"avg_response\": 87.32291666666667}, {\"attribute8\": \"77\", \"support\": 94, \"avg_response\": 88.84042553191489}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.4}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_59bf118828039070/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_59bf118828039070/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..78a4d4fb867271d83683647601ffc9e948be8217 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_59bf118828039070/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:06:55.933925+00:00", + "ended_at": "2026-05-19T16:06:55.941098+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_59bf118828039070", + "problem_id": "v2p_n17_411cafae205ba2b1", + "dataset_id": "n17", + "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=attribute3, key_col=attribute8.", + "bindings": { + "key_col": "attribute8", + "measure_col": "attribute3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_59bf118828039070.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_d/n17/artifacts/v2q_n17_59bf118828039070/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_59bf118828039070/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_59bf118828039070/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_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..19b6e021552fac04512bc6ab3c8c192e1485b931 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:11.891085+00:00", + "ended_at": "2026-05-19T15:56:15.082643+00:00", + "elapsed_ms": 3191.52, + "returncode": 1, + "prompt_metrics": { + "chars": 6840, + "bytes_utf8": 6840, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..89fc4429d5bf30b4969d8177d012ac47b7cfae30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:16.085315+00:00", + "ended_at": "2026-05-19T15:56:19.038902+00:00", + "elapsed_ms": 2953.54, + "returncode": 1, + "prompt_metrics": { + "chars": 6840, + "bytes_utf8": 6840, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e28c9670226d7fb5390ebf3cb31fdea2e22496cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=attribute3, measure_col=attribute3.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute3", + "measure_col": "attribute3", + "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": 86.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e28c9670226d7fb5390ebf3cb31fdea2e22496cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=attribute3, measure_col=attribute3.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute3", + "measure_col": "attribute3", + "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": 86.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64b39223112706c96f2ad393bf588eb1c54293cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-ae28-7371-bcc2-640f502615ee"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ae88b0715e21f03b3f58c6420f54185595f769b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-ae28-7371-bcc2-640f502615ee"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4873ee4b94abd1c38327c18920c9700f4f3b1488 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-be79-7c93-b0a6-2d5bd6ffe3c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5c7c1e026cc552ec4e4df0c840e8ba4c000ca81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-be79-7c93-b0a6-2d5bd6ffe3c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5af0515fd8c098f9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3ab8037436814bdec84a3c90255238bcdf4a967 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=attribute7, measure_col=attribute5. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e67c0124e7f53dab1d1495c1a8b9a17ae984f0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_5b8c64f2c51de672 +-- problem_id: v2p_n17_780aa1f756ee69d6 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "attribute7", SUM(CAST("attribute5" AS REAL)) AS group_value + FROM "n17" + GROUP BY "attribute7" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."attribute7", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3261c0681d9079acbe0090b6d3670433caf35900 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/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 \"attribute7\", SUM(CAST(\"attribute5\" AS REAL)) AS group_value\n FROM \"n17\"\n GROUP BY \"attribute7\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"attribute7\", 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 \\\"attribute7\\\", SUM(CAST(\\\"attribute5\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute7\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute7\\\", 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\": [\"attribute7\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.73}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5795d4b79d646e297dd437b2788a87be611c4026 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:46:27.547968+00:00", + "ended_at": "2026-05-19T15:46:41.887978+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_5b8c64f2c51de672", + "problem_id": "v2p_n17_780aa1f756ee69d6", + "dataset_id": "n17", + "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=attribute7, measure_col=attribute5.", + "bindings": { + "group_col": "attribute7", + "measure_col": "attribute5", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_5b8c64f2c51de672.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_5b8c64f2c51de672", + "api_calls": 0, + "input_tokens": 14167, + "cached_input_tokens": 12672, + "output_tokens": 454, + "total_tokens": 14621, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14315.69, + "sql_execution_elapsed_ms_total": 17.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcb5e652b84f0e01926391e6f72d0accc079c8d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:41.866768+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": 14315.69, "started_at": "2026-05-19T15:46:27.549100+00:00", "ended_at": "2026-05-19T15:46:41.864842+00:00", "prompt_metrics": {"chars": 7215, "bytes_utf8": 7215, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 644, "bytes_utf8": 644, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14167, "cached_input_tokens": 12672, "output_tokens": 454, "reasoning_output_tokens": 287}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"attribute7\\\", SUM(CAST(\\\"attribute5\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute7\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute7\\\", 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=\\\"attribute7\\\" and measure_col=\\\"attribute5\\\". CAST to REAL is used because the schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..79bd46dfcb45fa3d62dbaeaa4c9d88743cba7121 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_5b8c64f2c51de672", + "api_calls": 0, + "input_tokens": 14167, + "cached_input_tokens": 12672, + "output_tokens": 454, + "total_tokens": 14621, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14315.69, + "sql_execution_elapsed_ms_total": 17.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..441617b8b57e89e7ac7032b64ae0c17c0bd96bc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6659, "bytes_utf8": 6659, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 308, "reasoning_output_tokens": 210}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d5c772049ee2d8eb028c70540504d66ca0ce5270 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_603ad9bb78481827", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 308, + "total_tokens": 14339, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8431.73, + "sql_execution_elapsed_ms_total": 6.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bc1e4a1c632f026ec4cbc4b2b407a068ad39d659 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/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": "2026-05-19T15:30:09.660688+00:00", + "ended_at": "2026-05-19T15:30:18.092452+00:00", + "elapsed_ms": 8431.73, + "prompt_metrics": { + "chars": 6659, + "bytes_utf8": 6659, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 728, + "bytes_utf8": 728, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 374, + "bytes_utf8": 374, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 308, + "reasoning_output_tokens": 210 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e22882e6fa42f77c292db2eac3943febf2c7dda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=attribute6, measure_col=attribute6.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "attribute6", + "measure_col": "attribute6", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2413af1d7f0e641be4aa2180b57433d56b6475d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-d78f-73d3-ac25-bf778ae66276"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute6\\\", SUM(CAST(\\\"attribute6\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute6\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the Grouped Numeric Sum template with group_col=\\\"attribute6\\\" and measure_col=\\\"attribute6\\\". CAST is used because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14031,"cached_input_tokens":12032,"output_tokens":308,"reasoning_output_tokens":210}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfe7f8da7b1d3d2355582e6a3567bcec23a6d021 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"attribute6\", SUM(CAST(\"attribute6\" AS NUMERIC)) AS total_measure\nFROM \"n17\"\nGROUP BY \"attribute6\"\nORDER BY total_measure DESC;","notes":"Applied the Grouped Numeric Sum template with group_col=\"attribute6\" and measure_col=\"attribute6\". CAST is used because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_603ad9bb78481827/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ce8f30216946b3236fa0311801ce992a6af3ac2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=attribute4. +Result preview: [{"attribute4": "-16", "support": 1}, {"attribute4": "-21", "support": 1}, {"attribute4": "-273", "support": 1}, {"attribute4": "-29", "support": 1}, {"attribute4": "-30", "support": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a7170264e79d9989d325acec77fa6752572fbb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n17_6251fd2fb63ace96 +-- problem_id: v2p_n17_d7e19952f031a75c +-- realization_mode: agent +-- source_kind: agent +SELECT + "attribute4", + COUNT(*) AS support +FROM "n17" +GROUP BY "attribute4" +ORDER BY support ASC, "attribute4" +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff2a196eb9090657251ea222532135f7fab3193d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute4\",\n COUNT(*) AS support\nFROM \"n17\"\nGROUP BY \"attribute4\"\nORDER BY support ASC, \"attribute4\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"attribute4\\\",\\n COUNT(*) AS support\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\"\\nORDER BY support ASC, \\\"attribute4\\\"\\nLIMIT 18;\", \"columns\": [\"attribute4\", \"support\"], \"rows\": [{\"attribute4\": \"-16\", \"support\": 1}, {\"attribute4\": \"-21\", \"support\": 1}, {\"attribute4\": \"-273\", \"support\": 1}, {\"attribute4\": \"-29\", \"support\": 1}, {\"attribute4\": \"-30\", \"support\": 1}, {\"attribute4\": \"-362\", \"support\": 1}, {\"attribute4\": \"-38\", \"support\": 1}, {\"attribute4\": \"-59\", \"support\": 1}, {\"attribute4\": \"-96\", \"support\": 1}, {\"attribute4\": \"111\", \"support\": 1}, {\"attribute4\": \"14\", \"support\": 1}, {\"attribute4\": \"1751\", \"support\": 1}, {\"attribute4\": \"20\", \"support\": 1}, {\"attribute4\": \"21\", \"support\": 1}, {\"attribute4\": \"258\", \"support\": 1}, {\"attribute4\": \"26\", \"support\": 1}, {\"attribute4\": \"27\", \"support\": 1}, {\"attribute4\": \"300\", \"support\": 1}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.77}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9abf9376060357cc70165f8476448c0da7941ce7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:02:21.202345+00:00", + "ended_at": "2026-05-19T16:02:37.714436+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_6251fd2fb63ace96", + "problem_id": "v2p_n17_d7e19952f031a75c", + "dataset_id": "n17", + "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=attribute4.", + "bindings": { + "group_col": "attribute4", + "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": 42.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=123" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_6251fd2fb63ace96.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_6251fd2fb63ace96", + "api_calls": 0, + "input_tokens": 14041, + "cached_input_tokens": 12032, + "output_tokens": 540, + "total_tokens": 14581, + "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": 15501.9, + "sql_execution_elapsed_ms_total": 4.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7734ff49b015548ea4956d68ae921bfad4434ac1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:02:24.266768+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3062.6, "started_at": "2026-05-19T16:02:21.203362+00:00", "ended_at": "2026-05-19T16:02:24.266029+00:00", "prompt_metrics": {"chars": 6648, "bytes_utf8": 6648, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-5092-7ad1-8694-3ff9e22663c8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:02:37.707855+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": 12439.3, "started_at": "2026-05-19T16:02:25.267784+00:00", "ended_at": "2026-05-19T16:02:37.707119+00:00", "prompt_metrics": {"chars": 6648, "bytes_utf8": 6648, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 315, "bytes_utf8": 315, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14041, "cached_input_tokens": 12032, "output_tokens": 540, "reasoning_output_tokens": 448}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"attribute4\\\",\\n COUNT(*) AS support\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\"\\nORDER BY support ASC, \\\"attribute4\\\"\\nLIMIT 18;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"attribute4\\\" and top_k set to 18.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..467d29eede9a4164b0ec3b0998831a93607b0170 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_6251fd2fb63ace96", + "api_calls": 0, + "input_tokens": 14041, + "cached_input_tokens": 12032, + "output_tokens": 540, + "total_tokens": 14581, + "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": 15501.9, + "sql_execution_elapsed_ms_total": 4.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23b0615eedef92cf00bd21413347658b9855fdd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6566, "bytes_utf8": 6566, "lines": 214, "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": 281, "bytes_utf8": 281, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14004, "cached_input_tokens": 12032, "output_tokens": 233, "reasoning_output_tokens": 159}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..800b936ad98364a35eeecaaaa7928ecbfbd51b3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_62fd2835012b8359", + "api_calls": 0, + "input_tokens": 14004, + "cached_input_tokens": 12032, + "output_tokens": 233, + "total_tokens": 14237, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13053.28, + "sql_execution_elapsed_ms_total": 6.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4966b66f63dcf48a32689d2658b678f5ea5aa225 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:28.186674+00:00", + "ended_at": "2026-05-19T15:32:41.239986+00:00", + "elapsed_ms": 13053.28, + "prompt_metrics": { + "chars": 6566, + "bytes_utf8": 6566, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 964, + "bytes_utf8": 964, + "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": 281, + "bytes_utf8": 281, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14004, + "cached_input_tokens": 12032, + "output_tokens": 233, + "reasoning_output_tokens": 159 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ba3f3840690aa0cceafd22d42d2abf05a431db9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=attribute6.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "attribute6", + "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": 42.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..052b272ff7b4ecd4b7048ab8700c6e211e8df4d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dd-f4a2-7d51-97e7-427b2572c7f6"} +{"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 1996750, Requested 14639. Please try again in 341ms. 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 \\\"attribute6\\\", COUNT(*) AS row_count\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute6\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Grouped count distribution for \\\"attribute6\\\" in the single table \\\"n17\\\", following the provided template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14004,"cached_input_tokens":12032,"output_tokens":233,"reasoning_output_tokens":159}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2eacefbe338fb6766c5b4682402e3de559bd66c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"attribute6\", COUNT(*) AS row_count\nFROM \"n17\"\nGROUP BY \"attribute6\"\nORDER BY row_count DESC;","notes":"Grouped count distribution for \"attribute6\" in the single table \"n17\", following the provided template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_62fd2835012b8359/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..707a74721d2467e488f5a2eb70a7236c98976e3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7215, "bytes_utf8": 7215, "lines": 216, "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": 14169, "cached_input_tokens": 12032, "output_tokens": 415, "reasoning_output_tokens": 251}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7136ae9cae71dfc59851774950d64ea25f5d5447 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_64df07286c6e7fa3", + "api_calls": 0, + "input_tokens": 14169, + "cached_input_tokens": 12032, + "output_tokens": 415, + "total_tokens": 14584, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10178.06, + "sql_execution_elapsed_ms_total": 15.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f850d1c8ba688af68fd0506a6959b2f0a8c5020f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/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": "2026-05-19T15:46:53.472534+00:00", + "ended_at": "2026-05-19T15:47:03.650625+00:00", + "elapsed_ms": 10178.06, + "prompt_metrics": { + "chars": 7215, + "bytes_utf8": 7215, + "lines": 216, + "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": 14169, + "cached_input_tokens": 12032, + "output_tokens": 415, + "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_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..001f8e3a9fe55bbbca8a90b51638cb53dc72a206 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=attribute8, measure_col=attribute6.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "attribute8", + "measure_col": "attribute6", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..824ba9213318e82b980410c21f10f840060ef8f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-2915-7f61-b1a0-8e1b60898e64"} +{"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 \\\"attribute8\\\", SUM(CAST(\\\"attribute6\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute8\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute8\\\", 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 template with group_col=\\\"attribute8\\\" and measure_col=\\\"attribute6\\\". Cast \\\"attribute6\\\" from TEXT to REAL so the aggregation is numeric in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14169,"cached_input_tokens":12032,"output_tokens":415,"reasoning_output_tokens":251}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..753efd2e367a6d936bdf5350274bd9ab246cd80f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"attribute8\", SUM(CAST(\"attribute6\" AS REAL)) AS group_value\n FROM \"n17\"\n GROUP BY \"attribute8\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"attribute8\", 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 template with group_col=\"attribute8\" and measure_col=\"attribute6\". Cast \"attribute6\" from TEXT to REAL so the aggregation is numeric in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_64df07286c6e7fa3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b241b0af8a1f4dc937b9bee9098ef0ec041731d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6747, "bytes_utf8": 6747, "lines": 216, "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": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14042, "cached_input_tokens": 12032, "output_tokens": 319, "reasoning_output_tokens": 214}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5d3ef1a2f39238d4711ea5435cf7f33a2e5f1dc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_65f213c112e3b14a", + "api_calls": 0, + "input_tokens": 14042, + "cached_input_tokens": 12032, + "output_tokens": 319, + "total_tokens": 14361, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10408.68, + "sql_execution_elapsed_ms_total": 23.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..70d04c07cb46ee3e7b5e200f7bd892eac6f5e625 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/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": "2026-05-19T16:04:38.533561+00:00", + "ended_at": "2026-05-19T16:04:48.942267+00:00", + "elapsed_ms": 10408.68, + "prompt_metrics": { + "chars": 6747, + "bytes_utf8": 6747, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 770, + "bytes_utf8": 770, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 415, + "bytes_utf8": 415, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14042, + "cached_input_tokens": 12032, + "output_tokens": 319, + "reasoning_output_tokens": 214 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e330397030da7659d36c39e49a78d847fba19b0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=attribute4, measure_col=attribute8.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute4", + "measure_col": "attribute8", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf80650e7bd6a6acfa8b073d76e3f1afa5ac2ea8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-690f-7332-942d-fe14137c6d3a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"attribute4\\\",\\n AVG(CAST(\\\"attribute8\\\" AS REAL)) OVER (PARTITION BY \\\"attribute4\\\") AS avg_measure\\nFROM \\\"n17\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"attribute4\\\" and measure_col=\\\"attribute8\\\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14042,"cached_input_tokens":12032,"output_tokens":319,"reasoning_output_tokens":214}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ace7310270374e7b749173b48874ad4582e0a312 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"attribute4\",\n AVG(CAST(\"attribute8\" AS REAL)) OVER (PARTITION BY \"attribute4\") AS avg_measure\nFROM \"n17\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"attribute4\" and measure_col=\"attribute8\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_65f213c112e3b14a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_668303865f882cdf/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_668303865f882cdf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c9aac9565ab13058b8d95c3970c144f15923f88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_668303865f882cdf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "46", "support": 1721, "support_share": 0.1186896551724138, "support_rank": 1}, {"value_label": "42", "support": 1572, "support_share": 0.10841379310344827, "support_rank": 2}, {"value_label": "44", "support": 1479, "support_share": 0.102, "support_rank": 3}, {"value_label": "38", "support": 1155, "support_share": 0.07965517241379311, "support_rank": 4}, {"value_label": "50", "support": 1023, "support_share": 0.07055172413793104, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_668303865f882cdf/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_668303865f882cdf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..28dd021e1d7692f20f4d258d39db61b8f8ed704f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_668303865f882cdf/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_668303865f882cdf +-- problem_id: v2p_n17_5c67ceaf783e0c6e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "attribute5" AS value_label, COUNT(*) AS support + FROM "n17" + GROUP BY "attribute5" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_668303865f882cdf/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_668303865f882cdf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a969e22629d039f32511aeae3c1b22cee1ac914 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_668303865f882cdf/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_d\n-- sql_source_dataset_id: n17\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_n17_668303865f882cdf\n-- problem_id: v2p_n17_5c67ceaf783e0c6e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"attribute5\" AS value_label, COUNT(*) AS support\n FROM \"n17\"\n GROUP BY \"attribute5\"\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_d\\n-- sql_source_dataset_id: n17\\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_n17_668303865f882cdf\\n-- problem_id: v2p_n17_5c67ceaf783e0c6e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"attribute5\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute5\\\"\\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\": \"46\", \"support\": 1721, \"support_share\": 0.1186896551724138, \"support_rank\": 1}, {\"value_label\": \"42\", \"support\": 1572, \"support_share\": 0.10841379310344827, \"support_rank\": 2}, {\"value_label\": \"44\", \"support\": 1479, \"support_share\": 0.102, \"support_rank\": 3}, {\"value_label\": \"38\", \"support\": 1155, \"support_share\": 0.07965517241379311, \"support_rank\": 4}, {\"value_label\": \"50\", \"support\": 1023, \"support_share\": 0.07055172413793104, \"support_rank\": 5}, {\"value_label\": \"54\", \"support\": 806, \"support_share\": 0.05558620689655172, \"support_rank\": 6}, {\"value_label\": \"52\", \"support\": 773, \"support_share\": 0.053310344827586204, \"support_rank\": 7}, {\"value_label\": \"36\", \"support\": 540, \"support_share\": 0.037241379310344824, \"support_rank\": 8}, {\"value_label\": \"56\", \"support\": 445, \"support_share\": 0.030689655172413795, \"support_rank\": 9}, {\"value_label\": \"34\", \"support\": 407, \"support_share\": 0.02806896551724138, \"support_rank\": 10}, {\"value_label\": \"28\", \"support\": 348, \"support_share\": 0.024, \"support_rank\": 11}, {\"value_label\": \"24\", \"support\": 295, \"support_share\": 0.020344827586206895, \"support_rank\": 12}, {\"value_label\": \"26\", \"support\": 295, \"support_share\": 0.020344827586206895, \"support_rank\": 13}, {\"value_label\": \"20\", \"support\": 294, \"support_share\": 0.020275862068965516, \"support_rank\": 14}, {\"value_label\": \"30\", \"support\": 244, \"support_share\": 0.01682758620689655, \"support_rank\": 15}, {\"value_label\": \"18\", \"support\": 231, \"support_share\": 0.01593103448275862, \"support_rank\": 16}, {\"value_label\": \"8\", \"support\": 210, \"support_share\": 0.014482758620689656, \"support_rank\": 17}, {\"value_label\": \"16\", \"support\": 193, \"support_share\": 0.013310344827586206, \"support_rank\": 18}, {\"value_label\": \"10\", \"support\": 192, \"support_share\": 0.013241379310344827, \"support_rank\": 19}, {\"value_label\": \"0\", \"support\": 179, \"support_share\": 0.012344827586206896, \"support_rank\": 20}, {\"value_label\": \"-2\", \"support\": 178, \"support_share\": 0.012275862068965518, \"support_rank\": 21}, {\"value_label\": \"-4\", \"support\": 176, \"support_share\": 0.012137931034482758, \"support_rank\": 22}, {\"value_label\": \"12\", \"support\": 174, \"support_share\": 0.012, \"support_rank\": 23}, {\"value_label\": \"6\", \"support\": 173, \"support_share\": 0.011931034482758621, \"support_rank\": 24}, {\"value_label\": \"2\", \"support\": 140, \"support_share\": 0.009655172413793104, \"support_rank\": 25}, {\"value_label\": \"70\", \"support\": 117, \"support_share\": 0.008068965517241379, \"support_rank\": 26}, {\"value_label\": \"-40\", \"support\": 115, \"support_share\": 0.007931034482758621, \"support_rank\": 27}, {\"value_label\": \"72\", \"support\": 95, \"support_share\": 0.006551724137931035, \"support_rank\": 28}, {\"value_label\": \"-22\", \"support\": 89, \"support_share\": 0.006137931034482759, \"support_rank\": 29}, {\"value_label\": \"-6\", \"support\": 87, \"support_share\": 0.006, \"support_rank\": 30}, {\"value_label\": \"-42\", \"support\": 86, \"support_share\": 0.00593103448275862, \"support_rank\": 31}, {\"value_label\": \"-10\", \"support\": 77, \"support_share\": 0.005310344827586207, \"support_rank\": 32}, {\"value_label\": \"-14\", \"support\": 75, \"support_share\": 0.005172413793103448, \"support_rank\": 33}, {\"value_label\": \"-20\", \"support\": 67, \"support_share\": 0.004620689655172414, \"support_rank\": 34}, {\"value_label\": \"-12\", \"support\": 59, \"support_share\": 0.004068965517241379, \"support_rank\": 35}, {\"value_label\": \"-18\", \"support\": 59, \"support_share\": 0.004068965517241379, \"support_rank\": 36}, {\"value_label\": \"60\", \"support\": 55, \"support_share\": 0.003793103448275862, \"support_rank\": 37}, {\"value_label\": \"-24\", \"support\": 48, \"support_share\": 0.003310344827586207, \"support_rank\": 38}, {\"value_label\": \"62\", \"support\": 41, \"support_share\": 0.0028275862068965515, \"support_rank\": 39}, {\"value_label\": \"64\", \"support\": 30, \"support_share\": 0.0020689655172413794, \"support_rank\": 40}, {\"value_label\": \"-28\", \"support\": 28, \"support_share\": 0.0019310344827586207, \"support_rank\": 41}, {\"value_label\": \"68\", \"support\": 26, \"support_share\": 0.001793103448275862, \"support_rank\": 42}, {\"value_label\": \"-38\", \"support\": 25, \"support_share\": 0.0017241379310344827, \"support_rank\": 43}, {\"value_label\": \"-30\", \"support\": 24, \"support_share\": 0.0016551724137931034, \"support_rank\": 44}, {\"value_label\": \"-32\", \"support\": 18, \"support_share\": 0.0012413793103448277, \"support_rank\": 45}, {\"value_label\": \"-36\", \"support\": 18, \"support_share\": 0.0012413793103448277, \"support_rank\": 46}, {\"value_label\": \"-46\", \"support\": 16, \"support_share\": 0.001103448275862069, \"support_rank\": 47}, {\"value_label\": \"310\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"support_rank\": 48}, {\"value_label\": \"98\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"support_rank\": 49}], \"row_count_returned\": 49, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.21}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_668303865f882cdf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_668303865f882cdf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..686f75808db0ee9e7174148ed2f5a359ac1ce3b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_668303865f882cdf/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:06:55.815055+00:00", + "ended_at": "2026-05-19T16:06:55.821062+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_668303865f882cdf", + "problem_id": "v2p_n17_5c67ceaf783e0c6e", + "dataset_id": "n17", + "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=attribute5.", + "bindings": { + "group_col": "attribute5" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_668303865f882cdf.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_d/n17/artifacts/v2q_n17_668303865f882cdf/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_668303865f882cdf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_668303865f882cdf/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_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..644e9c23452776e65bcff520cd3ef064f56f8422 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6828, "bytes_utf8": 6828, "lines": 216, "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": 933, "bytes_utf8": 933, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14067, "cached_input_tokens": 13696, "output_tokens": 696, "reasoning_output_tokens": 434}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4a01b20fd98f49e4b133999ad080f015918671f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_69f4b49ffe6d06a3", + "api_calls": 0, + "input_tokens": 14067, + "cached_input_tokens": 13696, + "output_tokens": 696, + "total_tokens": 14763, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12926.02, + "sql_execution_elapsed_ms_total": 20.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca4f3c153e2bc1acb7ba077709daace050322cb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/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": "2026-05-19T15:54:04.438285+00:00", + "ended_at": "2026-05-19T15:54:17.364328+00:00", + "elapsed_ms": 12926.02, + "prompt_metrics": { + "chars": 6828, + "bytes_utf8": 6828, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1380, + "bytes_utf8": 1380, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 933, + "bytes_utf8": 933, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14067, + "cached_input_tokens": 13696, + "output_tokens": 696, + "reasoning_output_tokens": 434 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a3eab7678bcd8e6484b38ef61666c98fc024334 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, measure_col=attribute9.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "class", + "measure_col": "attribute9", + "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": 14.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..394449b365319e7b643121c53703d1e3bfb156f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-bc2c-74e1-a83b-11cacc6f6eda"} +{"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(\\\"attribute9\\\" AS REAL) AS \\\"attribute9_num\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"class\\\"\\n ORDER BY CAST(\\\"attribute9\\\" AS REAL)\\n ) AS \\\"cd\\\"\\n FROM \\\"n17\\\"\\n WHERE \\\"class\\\" IS NOT NULL\\n AND \\\"attribute9\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"class\\\",\\n MIN(\\\"attribute9_num\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cd\\\" >= 0.9\\n GROUP BY \\\"class\\\"\\n)\\nSELECT\\n \\\"class\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a SQLite-compatible percentile-point substitute: the smallest numeric \\\"attribute9\\\" value within each \\\"class\\\" whose cumulative distribution reaches at least 0.9. \\\"attribute9\\\" is CAST from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14067,"cached_input_tokens":13696,"output_tokens":696,"reasoning_output_tokens":434}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2867782b3ffc9ee297679a51e7d5193bcfcac01b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/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(\"attribute9\" AS REAL) AS \"attribute9_num\",\n CUME_DIST() OVER (\n PARTITION BY \"class\"\n ORDER BY CAST(\"attribute9\" AS REAL)\n ) AS \"cd\"\n FROM \"n17\"\n WHERE \"class\" IS NOT NULL\n AND \"attribute9\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"class\",\n MIN(\"attribute9_num\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cd\" >= 0.9\n GROUP BY \"class\"\n)\nSELECT\n \"class\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a SQLite-compatible percentile-point substitute: the smallest numeric \"attribute9\" value within each \"class\" whose cumulative distribution reaches at least 0.9. \"attribute9\" is CAST from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_69f4b49ffe6d06a3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f082e3bcdbd8845ff865823b559ed0d1757f891 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:39.108435+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": 9480.1, "started_at": "2026-05-19T15:42:29.627517+00:00", "ended_at": "2026-05-19T15:42:39.107656+00:00", "prompt_metrics": {"chars": 6828, "bytes_utf8": 6828, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14084, "cached_input_tokens": 12672, "output_tokens": 381, "reasoning_output_tokens": 250}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"attribute7\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"attribute7\\\" AS INTEGER) DESC) AS tail_bucket\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"attribute7\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"attribute7\\\" AS INTEGER) DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to \\\"attribute7\\\" and cast it to INTEGER because the schema stores numeric features as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..197f059f706b301341b69dc6f6a820e124d88bf6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:23.588825+00:00", + "ended_at": "2026-05-19T15:53:27.710901+00:00", + "elapsed_ms": 4122.05, + "returncode": 1, + "prompt_metrics": { + "chars": 6840, + "bytes_utf8": 6840, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c0d5426da265c1edf875b13172b63c0f22e2e30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:28.713535+00:00", + "ended_at": "2026-05-19T15:53:31.824067+00:00", + "elapsed_ms": 3110.49, + "returncode": 1, + "prompt_metrics": { + "chars": 6840, + "bytes_utf8": 6840, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a8b03f376b1a04cfdb56ee1981466f9d3660948 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=attribute9, measure_col=attribute8.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute8", + "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": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a8b03f376b1a04cfdb56ee1981466f9d3660948 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=attribute9, measure_col=attribute8.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute8", + "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": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fef43442de2435beaf19eb4623e4502debf4f40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-1c89-7061-8764-b3a55e7aafe2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c73976e6e73a00cbfc5099bae24a356b0c1ae9ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-1c89-7061-8764-b3a55e7aafe2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2020cbb0e96b9bceb7ab88cde10c5579942c6e19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-3095-7551-8e20-203d27f5a232"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d92358cfa2c0fcd25358890145f84895e2da005 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-3095-7551-8e20-203d27f5a232"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b6e3046ff67976804d675d21a4a14c363da4a8a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:53:23.587796+00:00", + "ended_at": "2026-05-19T15:53:31.824907+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_702b050f8365bfa3", + "problem_id": "v2p_n17_1faf616f7cd9415b", + "dataset_id": "n17", + "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=attribute9, measure_col=attribute8.", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute8", + "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": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f596eed5c9ce97cb965c180c32277ce32b5b5ecc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_702b050f8365bfa3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:53:27.711629+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4122.05, "started_at": "2026-05-19T15:53:23.588825+00:00", "ended_at": "2026-05-19T15:53:27.710901+00:00", "prompt_metrics": {"chars": 6840, "bytes_utf8": 6840, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f1-1c89-7061-8764-b3a55e7aafe2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:53:31.824812+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3110.49, "started_at": "2026-05-19T15:53:28.713535+00:00", "ended_at": "2026-05-19T15:53:31.824067+00:00", "prompt_metrics": {"chars": 6840, "bytes_utf8": 6840, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f1-3095-7551-8e20-203d27f5a232\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6634da1a78d922049b03946880b07d5f48f826c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6840, "bytes_utf8": 6840, "lines": 216, "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": 6840, "bytes_utf8": 6840, "lines": 216, "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": 1897, "bytes_utf8": 1897, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14069, "cached_input_tokens": 12672, "output_tokens": 2155, "reasoning_output_tokens": 1496}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..afc9c7f85c4077747b96c3a27cd07efeb2d2e9eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_71b16d830250a58f", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 2155, + "total_tokens": 16224, + "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": 31522.5, + "sql_execution_elapsed_ms_total": 81.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d1c054a21b7b0c09db7c03ac23bdfa132dc6c7d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:31.826780+00:00", + "ended_at": "2026-05-19T15:53:35.322614+00:00", + "elapsed_ms": 3495.81, + "returncode": 1, + "prompt_metrics": { + "chars": 6840, + "bytes_utf8": 6840, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8661567e2cb5c0e83726fa2990f1db78deb9a98d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:36.324144+00:00", + "ended_at": "2026-05-19T15:54:04.350874+00:00", + "elapsed_ms": 28026.69, + "prompt_metrics": { + "chars": 6840, + "bytes_utf8": 6840, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2590, + "bytes_utf8": 2590, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1897, + "bytes_utf8": 1897, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 2155, + "reasoning_output_tokens": 1496 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cecd39fd92e6541769c6a2f5d34874652c94f3fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=attribute9, measure_col=attribute8.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute8", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cecd39fd92e6541769c6a2f5d34874652c94f3fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=attribute9, measure_col=attribute8.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute8", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf94b2e4abba228e0577cfd9d45d5f3ff065aae0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-3cd5-7c01-9bb2-f5fa4764d097"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f430a7c3d431eaeba62192c5255c60e3cb8faca1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-3cd5-7c01-9bb2-f5fa4764d097"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cde8bbc19545c7abc077152a63c2bcf42c21578c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-4e5e-7733-91c3-6a25289bdb69"} +{"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 \\\"attribute9\\\",\\n CAST(\\\"attribute8\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"attribute9\\\"\\n ORDER BY CAST(\\\"attribute8\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"attribute9\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute9\\\" IS NOT NULL\\n AND \\\"attribute8\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"attribute9\\\",\\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 CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) = CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER)\\n THEN CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER)\\n ELSE CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"r\\\".\\\"attribute9\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\",\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"ranked\\\" AS \\\"r\\\"\\n JOIN \\\"positions\\\" AS \\\"p\\\"\\n ON \\\"r\\\".\\\"attribute9\\\" = \\\"p\\\".\\\"attribute9\\\"\\n GROUP BY\\n \\\"r\\\".\\\"attribute9\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"attribute9\\\",\\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\":\"SQLite has no PERCENTILE_CONT, so this emulates the grouped 90th percentile for each \\\"attribute9\\\" group using window functions and linear interpolation over CAST(\\\"attribute8\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14069,"cached_input_tokens":12672,"output_tokens":2155,"reasoning_output_tokens":1496}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9644b28bebf4c29bd1633a1b0cb76d0b1efe8f16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"attribute9\",\n CAST(\"attribute8\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"attribute9\"\n ORDER BY CAST(\"attribute8\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"attribute9\"\n ) AS \"cnt\"\n FROM \"n17\"\n WHERE \"attribute9\" IS NOT NULL\n AND \"attribute8\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"attribute9\",\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 CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.9) = CAST(1.0 + (\"cnt\" - 1) * 0.9 AS INTEGER)\n THEN CAST(1.0 + (\"cnt\" - 1) * 0.9 AS INTEGER)\n ELSE CAST(1.0 + (\"cnt\" - 1) * 0.9 AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"picked\" AS (\n SELECT\n \"r\".\"attribute9\",\n \"p\".\"pos\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\",\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure\" END) AS \"lower_val\",\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"upper_rn\" THEN \"r\".\"measure\" END) AS \"upper_val\"\n FROM \"ranked\" AS \"r\"\n JOIN \"positions\" AS \"p\"\n ON \"r\".\"attribute9\" = \"p\".\"attribute9\"\n GROUP BY\n \"r\".\"attribute9\",\n \"p\".\"pos\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\"\n)\nSELECT\n \"attribute9\",\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":"SQLite has no PERCENTILE_CONT, so this emulates the grouped 90th percentile for each \"attribute9\" group using window functions and linear interpolation over CAST(\"attribute8\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_71b16d830250a58f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b00929664a5f1e2fe6754fdf5a2301b1c8503c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6894, "bytes_utf8": 6894, "lines": 219, "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": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14091, "cached_input_tokens": 13696, "output_tokens": 349, "reasoning_output_tokens": 241}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..35ea9e2b1685f00262066b79f4190a7c34692f48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_72798ea6aabad9ff", + "api_calls": 0, + "input_tokens": 14091, + "cached_input_tokens": 13696, + "output_tokens": 349, + "total_tokens": 14440, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16269.23, + "sql_execution_elapsed_ms_total": 7.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5f72b839e7731a10be5116d6ffd9ba137b4e1eee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:24.335778+00:00", + "ended_at": "2026-05-19T15:59:40.605029+00:00", + "elapsed_ms": 16269.23, + "prompt_metrics": { + "chars": 6894, + "bytes_utf8": 6894, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 755, + "bytes_utf8": 755, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 400, + "bytes_utf8": 400, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14091, + "cached_input_tokens": 13696, + "output_tokens": 349, + "reasoning_output_tokens": 241 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b24a03f0ba9ef39fcc697bf453ebf5432bba231 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=attribute4, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute4", + "condition_col": "class", + "condition_value": "4", + "positive_value": "1", + "negative_value": "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7651f91c9c10bd6065e54ef17230071c414a04cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-9da1-7e73-87d2-5a25e2a536c4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"attribute4\\\",\\n AVG(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col=\\\"attribute4\\\" and condition_col=\\\"class\\\", using condition_value '4' as a TEXT literal to match the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14091,"cached_input_tokens":13696,"output_tokens":349,"reasoning_output_tokens":241}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94bb21dbae5961410c3d2d1af1157baa0a91e7ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"attribute4\",\n AVG(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n17\"\nGROUP BY \"attribute4\"\nORDER BY condition_rate DESC;","notes":"Applied the Grouped Condition Rate template with group_col=\"attribute4\" and condition_col=\"class\", using condition_value '4' as a TEXT literal to match the schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_72798ea6aabad9ff/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7038b5f89595a0e84a06445ef8d33ceb1ad9351 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6840, "bytes_utf8": 6840, "lines": 216, "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": 6840, "bytes_utf8": 6840, "lines": 216, "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": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14069, "cached_input_tokens": 12032, "output_tokens": 625, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c5c8bb95ca508ccaa0395ffd4e0af85292d855f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_7438a52b7f1325ab", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 12032, + "output_tokens": 625, + "total_tokens": 14694, + "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": 16767.55, + "sql_execution_elapsed_ms_total": 5.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8eb6c958c7462feb16a5717d50533dc3264bff31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:54.112297+00:00", + "ended_at": "2026-05-19T15:55:56.834557+00:00", + "elapsed_ms": 2722.23, + "returncode": 1, + "prompt_metrics": { + "chars": 6840, + "bytes_utf8": 6840, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f1ecfd26f45f089905bf436ecea2e779cc2109c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:57.836313+00:00", + "ended_at": "2026-05-19T15:56:11.881669+00:00", + "elapsed_ms": 14045.32, + "prompt_metrics": { + "chars": 6840, + "bytes_utf8": 6840, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 799, + "bytes_utf8": 799, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 447, + "bytes_utf8": 447, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14069, + "cached_input_tokens": 12032, + "output_tokens": 625, + "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_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70a62994a90d02144711608c01a41b22eed0b362 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=attribute3, measure_col=attribute3.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute3", + "measure_col": "attribute3", + "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": 89.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..70a62994a90d02144711608c01a41b22eed0b362 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=attribute3, measure_col=attribute3.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute3", + "measure_col": "attribute3", + "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": 89.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c80938cefd6152812757e3b92d019561f926f7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-687e-7060-971c-4649ae5b40dc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e2de19f6958201e711265a51df48a1daef645c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-687e-7060-971c-4649ae5b40dc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..272f669f0975776ae68ee51da82258a3557ba14f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-7723-7d90-81d6-cfa202343f2b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"attribute3\\\",\\n CAST(\\\"attribute3\\\" AS REAL) AS percentile_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\"\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because the grouping column and measure column are both \\\"attribute3\\\", each group contains a single measure value, so the 95th percentile within each group is that grouped value itself.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14069,"cached_input_tokens":12032,"output_tokens":625,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f0f7f2db39d1a92452f5b6df973b2f3e5486efe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT\n \"attribute3\",\n CAST(\"attribute3\" AS REAL) AS percentile_measure\nFROM \"n17\"\nGROUP BY \"attribute3\"\nORDER BY percentile_measure DESC;","notes":"SQLite does not support PERCENTILE_CONT. Because the grouping column and measure column are both \"attribute3\", each group contains a single measure value, so the 95th percentile within each group is that grouped value itself."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7438a52b7f1325ab/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..296ef2059283fef6b28d3184219a390cde5760f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6827, "bytes_utf8": 6827, "lines": 214, "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": 521, "bytes_utf8": 521, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14084, "cached_input_tokens": 12672, "output_tokens": 376, "reasoning_output_tokens": 227}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a13c5bcfcf636cedd2aae0b3dbefa5712a6956e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_749b341bcc3bff2d", + "api_calls": 0, + "input_tokens": 14084, + "cached_input_tokens": 12672, + "output_tokens": 376, + "total_tokens": 14460, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20685.07, + "sql_execution_elapsed_ms_total": 21.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..32316acdd20252a64c3eb296600e51c33cd9b5a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/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": "2026-05-19T15:42:39.133265+00:00", + "ended_at": "2026-05-19T15:42:59.818373+00:00", + "elapsed_ms": 20685.07, + "prompt_metrics": { + "chars": 6827, + "bytes_utf8": 6827, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1896, + "bytes_utf8": 1896, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 521, + "bytes_utf8": 521, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14084, + "cached_input_tokens": 12672, + "output_tokens": 376, + "reasoning_output_tokens": 227 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a852826746b2e5a63158e297094a7f6f73c14e8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute8.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "attribute8", + "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": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a406ed935eb3700cc5c736f7b85ebca91f9d7f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40e7-473f-7613-8af8-501582f882d6"} +{"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 14719. Please try again in 441ms. 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 1990714, Requested 14719. Please try again in 162ms. 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 1995693, Requested 14719. Please try again in 312ms. 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 \\\"attribute8\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"attribute8\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"attribute8\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"attribute8\\\" AS REAL) DESC;\",\"notes\":\"Used the Quantile Tail Slice template with measure_col bound to \\\"attribute8\\\" and num_tiles=10. CAST to REAL is applied because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14084,"cached_input_tokens":12672,"output_tokens":376,"reasoning_output_tokens":227}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da9dd302dd00ef95a68707907c77d4854a165f8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"attribute8\",\n NTILE(10) OVER (ORDER BY CAST(\"attribute8\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n17\"\n)\nSELECT \"attribute8\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"attribute8\" AS REAL) DESC;","notes":"Used the Quantile Tail Slice template with measure_col bound to \"attribute8\" and num_tiles=10. CAST to REAL is applied because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..99bbc5ade8020421d5b1962de40e9f702988c554 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/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=attribute8. +Result preview: [{"attribute8": "131"}, {"attribute8": "131"}, {"attribute8": "130"}, {"attribute8": "130"}, {"attribute8": "130"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..42ed09df00003762e99a05b735bf8c26c2a94aa9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_749b341bcc3bff2d +-- problem_id: v2p_n17_c244d3bf234264c4 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "attribute8", + NTILE(10) OVER (ORDER BY CAST("attribute8" AS REAL) DESC) AS "tail_bucket" + FROM "n17" +) +SELECT "attribute8" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("attribute8" AS REAL) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd779338873726254b9bcc68e78c7dab3aa0f583 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/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 \"attribute8\",\n NTILE(10) OVER (ORDER BY CAST(\"attribute8\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n17\"\n)\nSELECT \"attribute8\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"attribute8\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"attribute8\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"attribute8\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"attribute8\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"attribute8\\\" AS REAL) DESC;\", \"columns\": [\"attribute8\"], \"rows\": [{\"attribute8\": \"131\"}, {\"attribute8\": \"131\"}, {\"attribute8\": \"130\"}, {\"attribute8\": \"130\"}, {\"attribute8\": \"130\"}, {\"attribute8\": \"130\"}, {\"attribute8\": \"130\"}, {\"attribute8\": \"130\"}, {\"attribute8\": \"130\"}, {\"attribute8\": \"130\"}, {\"attribute8\": \"130\"}, {\"attribute8\": \"129\"}, {\"attribute8\": \"129\"}, {\"attribute8\": \"129\"}, {\"attribute8\": \"129\"}, {\"attribute8\": \"129\"}, {\"attribute8\": \"129\"}, {\"attribute8\": \"129\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}, {\"attribute8\": \"128\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 21.33}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f51ac1ff8202f1d636927a98f87edc915bdf6abb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:42:39.131666+00:00", + "ended_at": "2026-05-19T15:42:59.843104+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_749b341bcc3bff2d", + "problem_id": "v2p_n17_c244d3bf234264c4", + "dataset_id": "n17", + "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=attribute8.", + "bindings": { + "measure_col": "attribute8", + "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": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_749b341bcc3bff2d.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_749b341bcc3bff2d", + "api_calls": 0, + "input_tokens": 14084, + "cached_input_tokens": 12672, + "output_tokens": 376, + "total_tokens": 14460, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20685.07, + "sql_execution_elapsed_ms_total": 21.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56f00eb9ec460d3a478f14906689a6a175aebd7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:59.819882+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": 20685.07, "started_at": "2026-05-19T15:42:39.133265+00:00", "ended_at": "2026-05-19T15:42:59.818373+00:00", "prompt_metrics": {"chars": 6827, "bytes_utf8": 6827, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 521, "bytes_utf8": 521, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14084, "cached_input_tokens": 12672, "output_tokens": 376, "reasoning_output_tokens": 227}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"attribute8\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"attribute8\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"attribute8\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"attribute8\\\" AS REAL) DESC;\",\"notes\":\"Used the Quantile Tail Slice template with measure_col bound to \\\"attribute8\\\" and num_tiles=10. CAST to REAL is applied because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..58006202c0de444abb8135d11e2c4deaaa7fcc6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_749b341bcc3bff2d", + "api_calls": 0, + "input_tokens": 14084, + "cached_input_tokens": 12672, + "output_tokens": 376, + "total_tokens": 14460, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20685.07, + "sql_execution_elapsed_ms_total": 21.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_749b341bcc3bff2d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0fd8049305d9e4ca4a364056a605e1ab95aad4f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:40.617390+00:00", + "ended_at": "2026-05-19T15:59:43.620713+00:00", + "elapsed_ms": 3003.29, + "returncode": 1, + "prompt_metrics": { + "chars": 6582, + "bytes_utf8": 6582, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..09ec4ca5fc367f3af3961f558bd30fb4512f4edc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:44.623356+00:00", + "ended_at": "2026-05-19T15:59:47.683878+00:00", + "elapsed_ms": 3060.47, + "returncode": 1, + "prompt_metrics": { + "chars": 6582, + "bytes_utf8": 6582, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eadc8385f349b4ff21e9f5c4b6bca2de1ba72741 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=time.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "time", + "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": 55.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..eadc8385f349b4ff21e9f5c4b6bca2de1ba72741 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=time.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "time", + "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": 55.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5add077962f5f2930ee43c87840c4ac44c73b4f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-dd54-7d63-87be-9908dce84114"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..077a2ce20db8f34e2a30ae1efea19b159490d441 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-dd54-7d63-87be-9908dce84114"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0de3bca3cb3c1e7f0d97a5c4f0422dcb4d9c9cf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-ed0c-7152-80d0-9d83db26bc2b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cd45c61eff7c1f08fd088867702a6a7030dc3a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-ed0c-7152-80d0-9d83db26bc2b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7534e546327821c0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e797cb51af6caa789eaca5f452085ecde4ca26a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=attribute7, measure_col=attribute2. +Result preview: [{"attribute7": "-10", "avg_measure": 4501.0}, {"attribute7": "-8", "avg_measure": 4400.0}, {"attribute7": "15", "avg_measure": 3049.0}, {"attribute7": "9", "avg_measure": 965.5}, {"attribute7": "-15", "avg_measure": 962.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1fd683cf22104c58b6d400e35d6b932f99d75340 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n17_7679689c7a7f4756 +-- problem_id: v2p_n17_dd1921c5787d1ab9 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "attribute7", + AVG(CAST("attribute2" AS REAL)) OVER (PARTITION BY "attribute7") AS avg_measure +FROM "n17" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..982f09aea69f267123169a7a5d5836e7592ef35e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/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_window_partition_avg.\nSELECT DISTINCT\n \"attribute7\",\n AVG(CAST(\"attribute2\" AS REAL)) OVER (PARTITION BY \"attribute7\") AS avg_measure\nFROM \"n17\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg.\\nSELECT DISTINCT\\n \\\"attribute7\\\",\\n AVG(CAST(\\\"attribute2\\\" AS REAL)) OVER (PARTITION BY \\\"attribute7\\\") AS avg_measure\\nFROM \\\"n17\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"attribute7\", \"avg_measure\"], \"rows\": [{\"attribute7\": \"-10\", \"avg_measure\": 4501.0}, {\"attribute7\": \"-8\", \"avg_measure\": 4400.0}, {\"attribute7\": \"15\", \"avg_measure\": 3049.0}, {\"attribute7\": \"9\", \"avg_measure\": 965.5}, {\"attribute7\": \"-15\", \"avg_measure\": 962.0}, {\"attribute7\": \"-18\", \"avg_measure\": 320.6666666666667}, {\"attribute7\": \"24\", \"avg_measure\": 20.186046511627907}, {\"attribute7\": \"18\", \"avg_measure\": 5.583333333333333}, {\"attribute7\": \"42\", \"avg_measure\": 1.7605140186915889}, {\"attribute7\": \"73\", \"avg_measure\": 0.6666666666666666}, {\"attribute7\": \"37\", \"avg_measure\": 0.5507692307692308}, {\"attribute7\": \"63\", \"avg_measure\": 0.5}, {\"attribute7\": \"27\", \"avg_measure\": 0.40804597701149425}, {\"attribute7\": \"56\", \"avg_measure\": 0.40789473684210525}, {\"attribute7\": \"1\", \"avg_measure\": 0.387434554973822}, {\"attribute7\": \"29\", \"avg_measure\": 0.3577586206896552}, {\"attribute7\": \"4\", \"avg_measure\": 0.3464788732394366}, {\"attribute7\": \"33\", \"avg_measure\": 0.32325581395348835}, {\"attribute7\": \"3\", \"avg_measure\": 0.28901734104046245}, {\"attribute7\": \"35\", \"avg_measure\": 0.23471400394477318}, {\"attribute7\": \"54\", \"avg_measure\": 0.22413793103448276}, {\"attribute7\": \"66\", \"avg_measure\": 0.2222222222222222}, {\"attribute7\": \"23\", \"avg_measure\": 0.22088353413654618}, {\"attribute7\": \"41\", \"avg_measure\": 0.2051536174430129}, {\"attribute7\": \"45\", \"avg_measure\": 0.18902439024390244}, {\"attribute7\": \"31\", \"avg_measure\": 0.16878980891719744}, {\"attribute7\": \"25\", \"avg_measure\": 0.16730038022813687}, {\"attribute7\": \"46\", \"avg_measure\": 0.1556420233463035}, {\"attribute7\": \"26\", \"avg_measure\": 0.12663755458515283}, {\"attribute7\": \"58\", \"avg_measure\": 0.11570247933884298}, {\"attribute7\": \"20\", \"avg_measure\": 0.10526315789473684}, {\"attribute7\": \"30\", \"avg_measure\": 0.07518796992481203}, {\"attribute7\": \"50\", \"avg_measure\": 0.023255813953488372}, {\"attribute7\": \"2\", \"avg_measure\": 0.0}, {\"attribute7\": \"47\", \"avg_measure\": 0.0}, {\"attribute7\": \"21\", \"avg_measure\": -0.02127659574468085}, {\"attribute7\": \"59\", \"avg_measure\": -0.054945054945054944}, {\"attribute7\": \"71\", \"avg_measure\": -0.05714285714285714}, {\"attribute7\": \"60\", \"avg_measure\": -0.06097560975609756}, {\"attribute7\": \"61\", \"avg_measure\": -0.07692307692307693}, {\"attribute7\": \"22\", \"avg_measure\": -0.08598726114649681}, {\"attribute7\": \"57\", \"avg_measure\": -0.11956521739130435}, {\"attribute7\": \"72\", \"avg_measure\": -0.125}, {\"attribute7\": \"67\", \"avg_measure\": -0.128}, {\"attribute7\": \"64\", \"avg_measure\": -0.13725490196078433}, {\"attribute7\": \"49\", \"avg_measure\": -0.13846153846153847}, {\"attribute7\": \"28\", \"avg_measure\": -0.14682539682539683}, {\"attribute7\": \"34\", \"avg_measure\": -0.1625}, {\"attribute7\": \"48\", \"avg_measure\": -0.16521739130434782}, {\"attribute7\": \"53\", \"avg_measure\": -0.1686746987951807}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 23.74}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..25922f33dd93beab73d970aa1c939df90560e9d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:05:41.523418+00:00", + "ended_at": "2026-05-19T16:05:51.251099+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_7679689c7a7f4756", + "problem_id": "v2p_n17_dd1921c5787d1ab9", + "dataset_id": "n17", + "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=attribute7, measure_col=attribute2.", + "bindings": { + "group_col": "attribute7", + "measure_col": "attribute2", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_7679689c7a7f4756.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_7679689c7a7f4756", + "api_calls": 0, + "input_tokens": 14042, + "cached_input_tokens": 12672, + "output_tokens": 408, + "total_tokens": 14450, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9700.27, + "sql_execution_elapsed_ms_total": 23.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98e16de76ae46dfc949315ca11e544bf98e86073 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:05:51.225708+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": 9700.27, "started_at": "2026-05-19T16:05:41.524615+00:00", "ended_at": "2026-05-19T16:05:51.224914+00:00", "prompt_metrics": {"chars": 6745, "bytes_utf8": 6745, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14042, "cached_input_tokens": 12672, "output_tokens": 408, "reasoning_output_tokens": 300}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg.\\nSELECT DISTINCT\\n \\\"attribute7\\\",\\n AVG(CAST(\\\"attribute2\\\" AS REAL)) OVER (PARTITION BY \\\"attribute7\\\") AS avg_measure\\nFROM \\\"n17\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the requested Window Partition Average template with group_col=\\\"attribute7\\\" and measure_col=\\\"attribute2\\\". CAST to REAL is used because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..59e09e56ffd6e1010b1d22bd037d63165a287790 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_7679689c7a7f4756", + "api_calls": 0, + "input_tokens": 14042, + "cached_input_tokens": 12672, + "output_tokens": 408, + "total_tokens": 14450, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9700.27, + "sql_execution_elapsed_ms_total": 23.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..81466980d19738ffbcae007ea783f432b291a0fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/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=attribute4. +Result preview: [{"attribute4": "0", "row_count": 9578}, {"attribute4": "-1", "row_count": 736}, {"attribute4": "1", "row_count": 554}, {"attribute4": "-2", "row_count": 502}, {"attribute4": "2", "row_count": 440}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..53912d71fb73d886ad2e7dd01a321964d7f0f158 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_76dc313df02e0957 +-- problem_id: v2p_n17_3bbc58ecc94e5d58 +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute4", COUNT(*) AS "row_count" +FROM "n17" +GROUP BY "attribute4" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..33384da09ff6a32d95d6a2d6639c3b3197a36f14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/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 \"attribute4\", COUNT(*) AS \"row_count\"\nFROM \"n17\"\nGROUP BY \"attribute4\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"attribute4\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"attribute4\", \"row_count\"], \"rows\": [{\"attribute4\": \"0\", \"row_count\": 9578}, {\"attribute4\": \"-1\", \"row_count\": 736}, {\"attribute4\": \"1\", \"row_count\": 554}, {\"attribute4\": \"-2\", \"row_count\": 502}, {\"attribute4\": \"2\", \"row_count\": 440}, {\"attribute4\": \"-3\", \"row_count\": 388}, {\"attribute4\": \"3\", \"row_count\": 308}, {\"attribute4\": \"-4\", \"row_count\": 268}, {\"attribute4\": \"5\", \"row_count\": 254}, {\"attribute4\": \"4\", \"row_count\": 253}, {\"attribute4\": \"6\", \"row_count\": 229}, {\"attribute4\": \"-7\", \"row_count\": 198}, {\"attribute4\": \"-6\", \"row_count\": 195}, {\"attribute4\": \"-5\", \"row_count\": 193}, {\"attribute4\": \"8\", \"row_count\": 189}, {\"attribute4\": \"7\", \"row_count\": 121}, {\"attribute4\": \"-8\", \"row_count\": 10}, {\"attribute4\": \"13\", \"row_count\": 7}, {\"attribute4\": \"9\", \"row_count\": 6}, {\"attribute4\": \"10\", \"row_count\": 5}, {\"attribute4\": \"-9\", \"row_count\": 4}, {\"attribute4\": \"-18\", \"row_count\": 4}, {\"attribute4\": \"-12\", \"row_count\": 4}, {\"attribute4\": \"-10\", \"row_count\": 4}, {\"attribute4\": \"12\", \"row_count\": 3}, {\"attribute4\": \"11\", \"row_count\": 3}, {\"attribute4\": \"-13\", \"row_count\": 3}, {\"attribute4\": \"17\", \"row_count\": 2}, {\"attribute4\": \"15\", \"row_count\": 2}, {\"attribute4\": \"-36\", \"row_count\": 2}, {\"attribute4\": \"-22\", \"row_count\": 2}, {\"attribute4\": \"-17\", \"row_count\": 2}, {\"attribute4\": \"-15\", \"row_count\": 2}, {\"attribute4\": \"-14\", \"row_count\": 2}, {\"attribute4\": \"-11\", \"row_count\": 2}, {\"attribute4\": \"83\", \"row_count\": 1}, {\"attribute4\": \"737\", \"row_count\": 1}, {\"attribute4\": \"57\", \"row_count\": 1}, {\"attribute4\": \"53\", \"row_count\": 1}, {\"attribute4\": \"50\", \"row_count\": 1}, {\"attribute4\": \"46\", \"row_count\": 1}, {\"attribute4\": \"343\", \"row_count\": 1}, {\"attribute4\": \"300\", \"row_count\": 1}, {\"attribute4\": \"27\", \"row_count\": 1}, {\"attribute4\": \"26\", \"row_count\": 1}, {\"attribute4\": \"258\", \"row_count\": 1}, {\"attribute4\": \"21\", \"row_count\": 1}, {\"attribute4\": \"20\", \"row_count\": 1}, {\"attribute4\": \"1751\", \"row_count\": 1}, {\"attribute4\": \"14\", \"row_count\": 1}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.88}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68b4fb8ffa0d42d9cf019b6d0721efd209b5d21c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:32:03.378465+00:00", + "ended_at": "2026-05-19T15:32:17.249575+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_76dc313df02e0957", + "problem_id": "v2p_n17_3bbc58ecc94e5d58", + "dataset_id": "n17", + "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=attribute4.", + "bindings": { + "group_col": "attribute4", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=13" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_76dc313df02e0957.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_76dc313df02e0957", + "api_calls": 0, + "input_tokens": 14004, + "cached_input_tokens": 12032, + "output_tokens": 330, + "total_tokens": 14334, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13863.12, + "sql_execution_elapsed_ms_total": 4.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c98754d35a36e2ceedde4c167ee9099cf1abc804 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:17.243301+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": 13863.12, "started_at": "2026-05-19T15:32:03.379377+00:00", "ended_at": "2026-05-19T15:32:17.242520+00:00", "prompt_metrics": {"chars": 6566, "bytes_utf8": 6566, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 268, "bytes_utf8": 268, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14004, "cached_input_tokens": 12032, "output_tokens": 330, "reasoning_output_tokens": 255}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"attribute4\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the Grouped Count by Category template with group_col bound to \\\"attribute4\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c84c7690c71bed438d9b47203697e59f47b2677e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_76dc313df02e0957", + "api_calls": 0, + "input_tokens": 14004, + "cached_input_tokens": 12032, + "output_tokens": 330, + "total_tokens": 14334, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13863.12, + "sql_execution_elapsed_ms_total": 4.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..70fb19d0ab49bd41fb6df6c2fd2157147f674c4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/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=attribute4, measure_col=attribute7. +Result preview: [{"attribute4": "-16", "attribute8": "76", "total_measure": 19.0, "share_within_group": 100.0}, {"attribute4": "-21", "attribute8": "79", "total_measure": 22.0, "share_within_group": 100.0}, {"attribute4": "-273", "attribute8": "88", "total_measure": 3.0, "share_within_group": 100.0}, {"attribute4": "-29", "attribute8": "41", "total_measure": 42.0, "share_within_group": 100.0}, {"attribute4": "-30", "attribute8": "38", "total_measure": 37.0, "share_within_group": 100.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf6b54213f31a95bf7e71d46983c00de1ec84dac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_7819176b18da754f +-- problem_id: v2p_n17_06b04f45be441048 +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute4", "attribute8", + SUM(CAST("attribute7" AS REAL)) AS total_measure, + SUM(CAST("attribute7" AS REAL)) * 100.0 / SUM(SUM(CAST("attribute7" AS REAL))) OVER (PARTITION BY "attribute4") AS share_within_group +FROM "n17" +GROUP BY "attribute4", "attribute8" +ORDER BY share_within_group DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7060fd4cceb5d02ec45f0f812741f14cf4f8630 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/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 \"attribute4\", \"attribute8\",\n SUM(CAST(\"attribute7\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute7\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute7\" AS REAL))) OVER (PARTITION BY \"attribute4\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute4\", \"attribute8\"\nORDER BY share_within_group DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute4\\\", \\\"attribute8\\\",\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute7\\\" AS REAL))) OVER (PARTITION BY \\\"attribute4\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\", \\\"attribute8\\\"\\nORDER BY share_within_group DESC\\nLIMIT 13;\", \"columns\": [\"attribute4\", \"attribute8\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"attribute4\": \"-16\", \"attribute8\": \"76\", \"total_measure\": 19.0, \"share_within_group\": 100.0}, {\"attribute4\": \"-21\", \"attribute8\": \"79\", \"total_measure\": 22.0, \"share_within_group\": 100.0}, {\"attribute4\": \"-273\", \"attribute8\": \"88\", \"total_measure\": 3.0, \"share_within_group\": 100.0}, {\"attribute4\": \"-29\", \"attribute8\": \"41\", \"total_measure\": 42.0, \"share_within_group\": 100.0}, {\"attribute4\": \"-30\", \"attribute8\": \"38\", \"total_measure\": 37.0, \"share_within_group\": 100.0}, {\"attribute4\": \"-362\", \"attribute8\": \"75\", \"total_measure\": 69.0, \"share_within_group\": 100.0}, {\"attribute4\": \"-38\", \"attribute8\": \"40\", \"total_measure\": 40.0, \"share_within_group\": 100.0}, {\"attribute4\": \"-59\", \"attribute8\": \"38\", \"total_measure\": 37.0, \"share_within_group\": 100.0}, {\"attribute4\": \"-96\", \"attribute8\": \"38\", \"total_measure\": 37.0, \"share_within_group\": 100.0}, {\"attribute4\": \"111\", \"attribute8\": \"55\", \"total_measure\": 40.0, \"share_within_group\": 100.0}, {\"attribute4\": \"14\", \"attribute8\": \"32\", \"total_measure\": 33.0, \"share_within_group\": 100.0}, {\"attribute4\": \"1751\", \"attribute8\": \"-191\", \"total_measure\": 73.0, \"share_within_group\": 100.0}, {\"attribute4\": \"20\", \"attribute8\": \"53\", \"total_measure\": 39.0, \"share_within_group\": 100.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.5}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4a4d74217fccf92b1bd6bcdbad61adce1ea24f7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:37:51.817143+00:00", + "ended_at": "2026-05-19T15:38:04.342521+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_7819176b18da754f", + "problem_id": "v2p_n17_06b04f45be441048", + "dataset_id": "n17", + "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=attribute4, measure_col=attribute7.", + "bindings": { + "group_col": "attribute4", + "measure_col": "attribute7", + "item_col": "attribute8", + "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": 42.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_7819176b18da754f.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_7819176b18da754f", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 12672, + "output_tokens": 578, + "total_tokens": 14727, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12507.25, + "sql_execution_elapsed_ms_total": 13.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e68447c1d721086c000f9bc919f09b5022d5c1ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:04.327520+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": 12507.25, "started_at": "2026-05-19T15:37:51.819484+00:00", "ended_at": "2026-05-19T15:38:04.326767+00:00", "prompt_metrics": {"chars": 7068, "bytes_utf8": 7068, "lines": 218, "estimated_tokens": null}, "response_metrics": {"chars": 611, "bytes_utf8": 611, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14149, "cached_input_tokens": 12672, "output_tokens": 578, "reasoning_output_tokens": 412}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute4\\\", \\\"attribute8\\\",\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute7\\\" AS REAL))) OVER (PARTITION BY \\\"attribute4\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\", \\\"attribute8\\\"\\nORDER BY share_within_group DESC\\nLIMIT 13;\",\"notes\":\"Applied the provided template with group_col=\\\"attribute4\\\", item_col=\\\"attribute8\\\", and measure_col=\\\"attribute7\\\". CAST to REAL is used because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4b42e344c0f832e95291afaedc7273dcbddf5b55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_7819176b18da754f", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 12672, + "output_tokens": 578, + "total_tokens": 14727, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12507.25, + "sql_execution_elapsed_ms_total": 13.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ff0ab76545c3d329b9858c528fe305c5f1e27e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7445, "bytes_utf8": 7445, "lines": 219, "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": 624, "bytes_utf8": 624, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14236, "cached_input_tokens": 12032, "output_tokens": 565, "reasoning_output_tokens": 395}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..73400567c27d1ff6908fdf6538018e213af42869 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_78f52bbdbc358b51", + "api_calls": 0, + "input_tokens": 14236, + "cached_input_tokens": 12032, + "output_tokens": 565, + "total_tokens": 14801, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11238.76, + "sql_execution_elapsed_ms_total": 12.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20f2760460a5d96567214c8c7715439155b2acd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/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": "2026-05-19T15:39:22.445797+00:00", + "ended_at": "2026-05-19T15:39:33.684588+00:00", + "elapsed_ms": 11238.76, + "prompt_metrics": { + "chars": 7445, + "bytes_utf8": 7445, + "lines": 219, + "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": 624, + "bytes_utf8": 624, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14236, + "cached_input_tokens": 12032, + "output_tokens": 565, + "reasoning_output_tokens": 395 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dba88412c8c5941a02f33547ceac7edac0587177 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..46640f79d7e91659e6cd5a1e2be312d76ae21db3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-46e8-74b3-8fcc-49b6ae397465"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n17\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped-ratio template with both group_col and condition_col bound to \\\"class\\\", using positive_value='1' and negative_value='4'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14236,"cached_input_tokens":12032,"output_tokens":565,"reasoning_output_tokens":395}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d7f73a0338e01bc144eae755f6985b33468d747 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"class\",\n SUM(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n17\"\n GROUP BY \"class\"\n)\nSELECT \"class\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped-ratio template with both group_col and condition_col bound to \"class\", using positive_value='1' and negative_value='4'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_78f52bbdbc358b51/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bb83956cb780e35abaf2dac42d5f6514f73cb43b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/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": "2026-05-19T15:57:53.883963+00:00", + "ended_at": "2026-05-19T15:57:57.012231+00:00", + "elapsed_ms": 3128.25, + "returncode": 1, + "prompt_metrics": { + "chars": 6898, + "bytes_utf8": 6898, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..52962a2fe849dcd4d3feeb68400132c12d5555e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:58.014310+00:00", + "ended_at": "2026-05-19T15:58:01.270634+00:00", + "elapsed_ms": 3256.28, + "returncode": 1, + "prompt_metrics": { + "chars": 6898, + "bytes_utf8": 6898, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f115580c68d88092f44c435aa64507c9db3ab375 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=attribute9, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute9", + "condition_col": "class", + "condition_value": "4", + "positive_value": "1", + "negative_value": "4", + "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": 14.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f115580c68d88092f44c435aa64507c9db3ab375 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=attribute9, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute9", + "condition_col": "class", + "condition_value": "4", + "positive_value": "1", + "negative_value": "4", + "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": 14.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2336ca373a63276f90b2836f780593855870f7e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-3c82-77c1-a043-aeb80db963ba"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6598595c11352510f46c14898532a0ea0d9d2ab7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-3c82-77c1-a043-aeb80db963ba"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b0488b7bb92502452dc7200421caeed4610640f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-4caa-7401-b416-e83cc15d3567"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..18dd142ab0ffaf9ea7563bc07a300b7703fa3b25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-4caa-7401-b416-e83cc15d3567"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7a483798811b876b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f862062ad5c2aa99f5e728f7a658988fda447e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=attribute6. +Result preview: [{"attribute6": "-1471", "support": 1}, {"attribute6": "-196", "support": 1}, {"attribute6": "-222", "support": 1}, {"attribute6": "-241", "support": 1}, {"attribute6": "-26739", "support": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..57ac13b4ef0dd14ea984244b3c3ea665adfddea4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n17_7c42c32a66aa5595 +-- problem_id: v2p_n17_f1489c874505edc9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "attribute6", + COUNT(*) AS "support" +FROM "n17" +GROUP BY "attribute6" +ORDER BY "support" ASC, "attribute6" +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40232c40f03d3da2db0731c95bd975ff9b4ccbb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute6\",\n COUNT(*) AS \"support\"\nFROM \"n17\"\nGROUP BY \"attribute6\"\nORDER BY \"support\" ASC, \"attribute6\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"attribute6\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute6\\\"\\nORDER BY \\\"support\\\" ASC, \\\"attribute6\\\"\\nLIMIT 15;\", \"columns\": [\"attribute6\", \"support\"], \"rows\": [{\"attribute6\": \"-1471\", \"support\": 1}, {\"attribute6\": \"-196\", \"support\": 1}, {\"attribute6\": \"-222\", \"support\": 1}, {\"attribute6\": \"-241\", \"support\": 1}, {\"attribute6\": \"-26739\", \"support\": 1}, {\"attribute6\": \"-318\", \"support\": 1}, {\"attribute6\": \"-37\", \"support\": 1}, {\"attribute6\": \"-41\", \"support\": 1}, {\"attribute6\": \"-45\", \"support\": 1}, {\"attribute6\": \"-53\", \"support\": 1}, {\"attribute6\": \"-81\", \"support\": 1}, {\"attribute6\": \"104\", \"support\": 1}, {\"attribute6\": \"12169\", \"support\": 1}, {\"attribute6\": \"12588\", \"support\": 1}, {\"attribute6\": \"1329\", \"support\": 1}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.74}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f679e0f7b2c278f42acb2f4fa491fd4fdec70e1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:03:17.819873+00:00", + "ended_at": "2026-05-19T16:03:30.354050+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_7c42c32a66aa5595", + "problem_id": "v2p_n17_f1489c874505edc9", + "dataset_id": "n17", + "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=attribute6.", + "bindings": { + "group_col": "attribute6", + "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": 14.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_7c42c32a66aa5595.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_7c42c32a66aa5595", + "api_calls": 0, + "input_tokens": 14041, + "cached_input_tokens": 13696, + "output_tokens": 596, + "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": 12524.36, + "sql_execution_elapsed_ms_total": 5.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a87a92c89225d28ce124dedc6bb03376f177343 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:03:30.346942+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": 12524.36, "started_at": "2026-05-19T16:03:17.821699+00:00", "ended_at": "2026-05-19T16:03:30.346090+00:00", "prompt_metrics": {"chars": 6648, "bytes_utf8": 6648, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 326, "bytes_utf8": 326, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14041, "cached_input_tokens": 13696, "output_tokens": 596, "reasoning_output_tokens": 503}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"attribute6\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute6\\\"\\nORDER BY \\\"support\\\" ASC, \\\"attribute6\\\"\\nLIMIT 15;\",\"notes\":\"Applies the Low-Support Group Count template to \\\"attribute6\\\", returning the 15 least-supported groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c118bf9a8f50ad433efa5ce4c0651859c52509a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_7c42c32a66aa5595", + "api_calls": 0, + "input_tokens": 14041, + "cached_input_tokens": 13696, + "output_tokens": 596, + "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": 12524.36, + "sql_execution_elapsed_ms_total": 5.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c086a8207914bb3e98d8a1ea8feb1eb171deb623 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_8063d7f0fe23dc34", + "api_calls": 0, + "input_tokens": 14167, + "cached_input_tokens": 12032, + "output_tokens": 381, + "total_tokens": 14548, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11323.74, + "sql_execution_elapsed_ms_total": 6.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..51a9aa21696645a4d3df2e4e9b488ae3a2042483 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/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": "2026-05-19T15:45:25.039208+00:00", + "ended_at": "2026-05-19T15:45:36.362976+00:00", + "elapsed_ms": 11323.74, + "prompt_metrics": { + "chars": 7216, + "bytes_utf8": 7216, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1102, + "bytes_utf8": 1102, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 683, + "bytes_utf8": 683, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14167, + "cached_input_tokens": 12032, + "output_tokens": 381, + "reasoning_output_tokens": 186 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4a5431b0ef80472789af7c459a00fda63e146d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=attribute4, measure_col=attribute2.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "attribute4", + "measure_col": "attribute2", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e62381bb68f57ff3bab1e110bcd90b3012e1887d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-cf2f-7652-a8b1-e2f0de56fb85"} +{"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 \\\"attribute4\\\", SUM(CAST(\\\"attribute2\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute4\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"attribute4\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Used the required template with group_col=\\\"attribute4\\\" and measure_col=\\\"attribute2\\\". CAST(\\\"attribute2\\\" AS REAL) is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14167,"cached_input_tokens":12032,"output_tokens":381,"reasoning_output_tokens":186}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..95954ee9c143a9625d2b573c8f1b35512fc61031 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/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=time, measure_col=attribute9. +Result preview: [{"time": "37", "group_value": 48238.0}, {"time": "55", "group_value": 42440.0}, {"time": "56", "group_value": 31832.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..85237a29b92bf8a7157127517aa6cf422626ca73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_8571ab1de924606b +-- problem_id: v2p_n17_b43b236e0f6b6091 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "time", SUM(CAST("attribute9" AS REAL)) AS "group_value" + FROM "n17" + GROUP BY "time" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT "g"."time", "g"."group_value" +FROM "grouped" AS "g" +CROSS JOIN "total" AS "t" +WHERE "g"."group_value" > "t"."total_value" * 0.1 +ORDER BY "g"."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1322e4f8dffd6178f858a7829dcba16e6022e541 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/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 \"time\", SUM(CAST(\"attribute9\" AS REAL)) AS \"group_value\"\n FROM \"n17\"\n GROUP BY \"time\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT \"g\".\"time\", \"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 \\\"time\\\", SUM(CAST(\\\"attribute9\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"time\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT \\\"g\\\".\\\"time\\\", \\\"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\": [\"time\", \"group_value\"], \"rows\": [{\"time\": \"37\", \"group_value\": 48238.0}, {\"time\": \"55\", \"group_value\": 42440.0}, {\"time\": \"56\", \"group_value\": 31832.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.83}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1236282101e35d348ab6b051c124e2dc7849888c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:48:12.764245+00:00", + "ended_at": "2026-05-19T15:48:37.531262+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_8571ab1de924606b", + "problem_id": "v2p_n17_b43b236e0f6b6091", + "dataset_id": "n17", + "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=time, measure_col=attribute9.", + "bindings": { + "group_col": "time", + "measure_col": "attribute9", + "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": 14.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=80" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_8571ab1de924606b.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_8571ab1de924606b", + "api_calls": 0, + "input_tokens": 14164, + "cached_input_tokens": 12672, + "output_tokens": 713, + "total_tokens": 14877, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24755.88, + "sql_execution_elapsed_ms_total": 6.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..95ba3a783d9b774b8eabd01036ddd204f4169a02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:37.523088+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": 24755.88, "started_at": "2026-05-19T15:48:12.766199+00:00", "ended_at": "2026-05-19T15:48:37.522108+00:00", "prompt_metrics": {"chars": 7203, "bytes_utf8": 7203, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 656, "bytes_utf8": 656, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14164, "cached_input_tokens": 12672, "output_tokens": 713, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"time\\\", SUM(CAST(\\\"attribute9\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"time\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT \\\"g\\\".\\\"time\\\", \\\"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\":\"Applies the Relative-to-Total Extreme Threshold template with group_col=time and measure_col=attribute9, casting the TEXT measure column to REAL before summing.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c30ec5763eec7c5e18f538f9a04be07abc1742be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_8571ab1de924606b", + "api_calls": 0, + "input_tokens": 14164, + "cached_input_tokens": 12672, + "output_tokens": 713, + "total_tokens": 14877, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24755.88, + "sql_execution_elapsed_ms_total": 6.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..addf75c43e1645534ac7322bd1673ede3bb3b10c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6827, "bytes_utf8": 6827, "lines": 214, "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": 14084, "cached_input_tokens": 12672, "output_tokens": 456, "reasoning_output_tokens": 301}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1c21adf8d9ea414121b7a0e4ab3147bf4c57e351 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_86eea76de20e252f", + "api_calls": 0, + "input_tokens": 14084, + "cached_input_tokens": 12672, + "output_tokens": 456, + "total_tokens": 14540, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10384.88, + "sql_execution_elapsed_ms_total": 42.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7064effca84e38426224abbd5f7e95f16beb3b8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/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": "2026-05-19T15:43:33.220599+00:00", + "ended_at": "2026-05-19T15:43:43.605518+00:00", + "elapsed_ms": 10384.88, + "prompt_metrics": { + "chars": 6827, + "bytes_utf8": 6827, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 964, + "bytes_utf8": 964, + "lines": 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": 14084, + "cached_input_tokens": 12672, + "output_tokens": 456, + "reasoning_output_tokens": 301 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84ab23e7831e57c7676de93665e473774f4478be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute2.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "attribute2", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..44437dc9f254726163d9d7889a4cd8db4a53fe08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-1a87-7531-ac8a-a7b2f18e729f"} +{"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 \\\"attribute2\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"attribute2\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"attribute2\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"attribute2\\\" AS REAL) DESC;\",\"notes\":\"Applied the planned Quantile Tail Slice template with measure_col bound to \\\"attribute2\\\" and num_tiles=10. CAST to REAL is used because the schema stores numeric fields as TEXT, and the query returns the top decile tail slice ordered from largest to smallest numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14084,"cached_input_tokens":12672,"output_tokens":456,"reasoning_output_tokens":301}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60944d9aa30e7218283f365ea67b800d4a2a83d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT\n \"attribute2\",\n NTILE(10) OVER (ORDER BY CAST(\"attribute2\" AS REAL) DESC) AS tail_bucket\n FROM \"n17\"\n)\nSELECT \"attribute2\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"attribute2\" AS REAL) DESC;","notes":"Applied the planned Quantile Tail Slice template with measure_col bound to \"attribute2\" and num_tiles=10. CAST to REAL is used because the schema stores numeric fields as TEXT, and the query returns the top decile tail slice ordered from largest to smallest numeric values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_86eea76de20e252f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8429b73d3ffb4e73e9db8d5648392b30b6dc5237 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/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=time. +Result preview: [{"time": "123"}, {"time": "123"}, {"time": "123"}, {"time": "121"}, {"time": "116"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a4285dd85c3fd553a66fe012be051f806620c07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_87f9df43f9f9cb62 +-- problem_id: v2p_n17_51f445469f796568 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "time", + NTILE(10) OVER (ORDER BY CAST("time" AS REAL) DESC) AS tail_bucket + FROM "n17" +) +SELECT "time" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("time" AS REAL) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1657ae79b4f5099886624e4bfbbf9b73c5b01002 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/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 \"time\",\n NTILE(10) OVER (ORDER BY CAST(\"time\" AS REAL) DESC) AS tail_bucket\n FROM \"n17\"\n)\nSELECT \"time\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"time\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"time\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"time\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"time\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"time\\\" AS REAL) DESC;\", \"columns\": [\"time\"], \"rows\": [{\"time\": \"123\"}, {\"time\": \"123\"}, {\"time\": \"123\"}, {\"time\": \"121\"}, {\"time\": \"116\"}, {\"time\": \"114\"}, {\"time\": \"108\"}, {\"time\": \"108\"}, {\"time\": \"108\"}, {\"time\": \"108\"}, {\"time\": \"108\"}, {\"time\": \"108\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"107\"}, {\"time\": \"106\"}, {\"time\": \"106\"}, {\"time\": \"106\"}, {\"time\": \"106\"}, {\"time\": \"106\"}, {\"time\": \"106\"}, {\"time\": \"106\"}, {\"time\": \"106\"}, {\"time\": \"106\"}, {\"time\": \"106\"}, {\"time\": \"106\"}, {\"time\": \"106\"}, {\"time\": \"106\"}, {\"time\": \"106\"}, {\"time\": \"106\"}, {\"time\": \"106\"}, {\"time\": \"106\"}, {\"time\": \"106\"}, {\"time\": \"106\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 35.53}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..357124d283c377c216861dd48ce630b7b196a4fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:43:17.477476+00:00", + "ended_at": "2026-05-19T15:43:33.218358+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_87f9df43f9f9cb62", + "problem_id": "v2p_n17_51f445469f796568", + "dataset_id": "n17", + "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=time.", + "bindings": { + "measure_col": "time", + "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": 55.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_87f9df43f9f9cb62.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_87f9df43f9f9cb62", + "api_calls": 0, + "input_tokens": 14081, + "cached_input_tokens": 12672, + "output_tokens": 377, + "total_tokens": 14458, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15701.01, + "sql_execution_elapsed_ms_total": 35.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a5db0e75a52dc093ed225145746dd1fad3ded33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:43:33.180720+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": 15701.01, "started_at": "2026-05-19T15:43:17.478580+00:00", "ended_at": "2026-05-19T15:43:33.179617+00:00", "prompt_metrics": {"chars": 6815, "bytes_utf8": 6815, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14081, "cached_input_tokens": 12672, "output_tokens": 377, "reasoning_output_tokens": 241}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"time\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"time\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"time\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"time\\\" AS REAL) DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"time\\\" and num_tiles=10. CAST(\\\"time\\\" AS REAL) is applied because the SQLite schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9de90053100e31fb5ef0bdf6508f2049e47eb6b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_87f9df43f9f9cb62", + "api_calls": 0, + "input_tokens": 14081, + "cached_input_tokens": 12672, + "output_tokens": 377, + "total_tokens": 14458, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15701.01, + "sql_execution_elapsed_ms_total": 35.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5b8d178c34b2f062f2a66c31acc517b41233823 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6742, "bytes_utf8": 6742, "lines": 216, "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": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14041, "cached_input_tokens": 12032, "output_tokens": 306, "reasoning_output_tokens": 201}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fd83a8f6749510078c037547f133aae69ed7df73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_8878b52a79082ae2", + "api_calls": 0, + "input_tokens": 14041, + "cached_input_tokens": 12032, + "output_tokens": 306, + "total_tokens": 14347, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7874.3, + "sql_execution_elapsed_ms_total": 24.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..afa2e9599ca453765e48e038a6463616586f024c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/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": "2026-05-19T16:04:30.629973+00:00", + "ended_at": "2026-05-19T16:04:38.504299+00:00", + "elapsed_ms": 7874.3, + "prompt_metrics": { + "chars": 6742, + "bytes_utf8": 6742, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 772, + "bytes_utf8": 772, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 414, + "bytes_utf8": 414, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14041, + "cached_input_tokens": 12032, + "output_tokens": 306, + "reasoning_output_tokens": 201 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..744edafc11c79b8ad9e82cb45bd82600c32b9e1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=attribute4, measure_col=attribute8.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute4", + "measure_col": "attribute8", + "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": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a0cd1b21c9909b25b7612a6ebdf90a2abd1e872 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-4a23-7651-b3eb-521ce833b1ea"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"attribute4\\\",\\n AVG(CAST(\\\"attribute8\\\" AS REAL)) OVER (PARTITION BY \\\"attribute4\\\") AS avg_measure\\nFROM \\\"n17\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"attribute4\\\" and measure_col=\\\"attribute8\\\". Cast \\\"attribute8\\\" from TEXT to REAL so AVG behaves numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14041,"cached_input_tokens":12032,"output_tokens":306,"reasoning_output_tokens":201}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..649c241b4ef09ca196c2e6b3d39b66ca6f30b8ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"attribute4\",\n AVG(CAST(\"attribute8\" AS REAL)) OVER (PARTITION BY \"attribute4\") AS avg_measure\nFROM \"n17\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"attribute4\" and measure_col=\"attribute8\". Cast \"attribute8\" from TEXT to REAL so AVG behaves numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8878b52a79082ae2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..189807b76b63a6aea35f4567e071c13d437add21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=time, measure_col=time. +Result preview: [{"time": "108", "percentile_measure": 108.0}, {"time": "107", "percentile_measure": 107.0}, {"time": "106", "percentile_measure": 106.0}, {"time": "105", "percentile_measure": 105.0}, {"time": "104", "percentile_measure": 104.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0a23430e8b28551e2d12d03a81b9d77c5bd4ffd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n17_89a7976b54133adf +-- problem_id: v2p_n17_dec2ceda2cf0eb82 +-- realization_mode: agent +-- source_kind: agent +SELECT + "time", + MAX(CAST("time" AS REAL)) AS percentile_measure +FROM "n17" +WHERE "time" IS NOT NULL +GROUP BY "time" +HAVING COUNT(*) >= 5 +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05c0edff06fd19aec7ff70bf82aa81b8eaf0c594 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nSELECT\n \"time\",\n MAX(CAST(\"time\" AS REAL)) AS percentile_measure\nFROM \"n17\"\nWHERE \"time\" IS NOT NULL\nGROUP BY \"time\"\nHAVING COUNT(*) >= 5\nORDER BY percentile_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"time\\\",\\n MAX(CAST(\\\"time\\\" AS REAL)) AS percentile_measure\\nFROM \\\"n17\\\"\\nWHERE \\\"time\\\" IS NOT NULL\\nGROUP BY \\\"time\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY percentile_measure DESC;\", \"columns\": [\"time\", \"percentile_measure\"], \"rows\": [{\"time\": \"108\", \"percentile_measure\": 108.0}, {\"time\": \"107\", \"percentile_measure\": 107.0}, {\"time\": \"106\", \"percentile_measure\": 106.0}, {\"time\": \"105\", \"percentile_measure\": 105.0}, {\"time\": \"104\", \"percentile_measure\": 104.0}, {\"time\": \"103\", \"percentile_measure\": 103.0}, {\"time\": \"102\", \"percentile_measure\": 102.0}, {\"time\": \"101\", \"percentile_measure\": 101.0}, {\"time\": \"87\", \"percentile_measure\": 87.0}, {\"time\": \"86\", \"percentile_measure\": 86.0}, {\"time\": \"85\", \"percentile_measure\": 85.0}, {\"time\": \"84\", \"percentile_measure\": 84.0}, {\"time\": \"83\", \"percentile_measure\": 83.0}, {\"time\": \"82\", \"percentile_measure\": 82.0}, {\"time\": \"81\", \"percentile_measure\": 81.0}, {\"time\": \"80\", \"percentile_measure\": 80.0}, {\"time\": \"79\", \"percentile_measure\": 79.0}, {\"time\": \"78\", \"percentile_measure\": 78.0}, {\"time\": \"77\", \"percentile_measure\": 77.0}, {\"time\": \"76\", \"percentile_measure\": 76.0}, {\"time\": \"74\", \"percentile_measure\": 74.0}, {\"time\": \"71\", \"percentile_measure\": 71.0}, {\"time\": \"68\", \"percentile_measure\": 68.0}, {\"time\": \"67\", \"percentile_measure\": 67.0}, {\"time\": \"66\", \"percentile_measure\": 66.0}, {\"time\": \"64\", \"percentile_measure\": 64.0}, {\"time\": \"63\", \"percentile_measure\": 63.0}, {\"time\": \"62\", \"percentile_measure\": 62.0}, {\"time\": \"61\", \"percentile_measure\": 61.0}, {\"time\": \"60\", \"percentile_measure\": 60.0}, {\"time\": \"59\", \"percentile_measure\": 59.0}, {\"time\": \"58\", \"percentile_measure\": 58.0}, {\"time\": \"57\", \"percentile_measure\": 57.0}, {\"time\": \"56\", \"percentile_measure\": 56.0}, {\"time\": \"55\", \"percentile_measure\": 55.0}, {\"time\": \"54\", \"percentile_measure\": 54.0}, {\"time\": \"53\", \"percentile_measure\": 53.0}, {\"time\": \"52\", \"percentile_measure\": 52.0}, {\"time\": \"51\", \"percentile_measure\": 51.0}, {\"time\": \"50\", \"percentile_measure\": 50.0}, {\"time\": \"49\", \"percentile_measure\": 49.0}, {\"time\": \"48\", \"percentile_measure\": 48.0}, {\"time\": \"47\", \"percentile_measure\": 47.0}, {\"time\": \"46\", \"percentile_measure\": 46.0}, {\"time\": \"45\", \"percentile_measure\": 45.0}, {\"time\": \"44\", \"percentile_measure\": 44.0}, {\"time\": \"43\", \"percentile_measure\": 43.0}, {\"time\": \"42\", \"percentile_measure\": 42.0}, {\"time\": \"41\", \"percentile_measure\": 41.0}, {\"time\": \"40\", \"percentile_measure\": 40.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.01}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..93d5a373f61a87404708da83aac2cc843ae7cff0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:54:25.112596+00:00", + "ended_at": "2026-05-19T15:54:54.428183+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_89a7976b54133adf", + "problem_id": "v2p_n17_dec2ceda2cf0eb82", + "dataset_id": "n17", + "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=time, measure_col=time.", + "bindings": { + "group_col": "time", + "measure_col": "time", + "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": 55.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_89a7976b54133adf.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_89a7976b54133adf", + "api_calls": 0, + "input_tokens": 14063, + "cached_input_tokens": 12672, + "output_tokens": 1693, + "total_tokens": 15756, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29303.4, + "sql_execution_elapsed_ms_total": 8.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4c33ec09b33163f9a751ac985477a1848d60696 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:54:54.418233+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": 29303.4, "started_at": "2026-05-19T15:54:25.113958+00:00", "ended_at": "2026-05-19T15:54:54.417379+00:00", "prompt_metrics": {"chars": 6816, "bytes_utf8": 6816, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 559, "bytes_utf8": 559, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14063, "cached_input_tokens": 12672, "output_tokens": 1693, "reasoning_output_tokens": 1552}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"time\\\",\\n MAX(CAST(\\\"time\\\" AS REAL)) AS percentile_measure\\nFROM \\\"n17\\\"\\nWHERE \\\"time\\\" IS NOT NULL\\nGROUP BY \\\"time\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite has no PERCENTILE_CONT, and with group_col=time and measure_col=time each group contains a single repeated numeric value, so the 95th percentile within each group is exactly that group's time value. CAST ensures numeric ordering, and HAVING COUNT(*) >= 5 applies the provided minimum group size.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..88ff614e56c5f69205ffccad5b41e646692cdca7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_89a7976b54133adf", + "api_calls": 0, + "input_tokens": 14063, + "cached_input_tokens": 12672, + "output_tokens": 1693, + "total_tokens": 15756, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29303.4, + "sql_execution_elapsed_ms_total": 8.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3edd961b4d0e553cf6c37cb152483bd4a1436a78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=attribute2, group_col_2=attribute3. +Result preview: [{"attribute2": "0", "attribute3": "86", "row_count": 290}, {"attribute2": "0", "attribute3": "81", "row_count": 188}, {"attribute2": "0", "attribute3": "88", "row_count": 172}, {"attribute2": "0", "attribute3": "83", "row_count": 158}, {"attribute2": "0", "attribute3": "97", "row_count": 155}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..994fba59e9d5fd2c46455f42c7a7d1af9c8240e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_8ba2913d8fda50e9 +-- problem_id: v2p_n17_9f2e7792dec2b4e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute2", "attribute3", COUNT(*) AS "row_count" +FROM "n17" +WHERE CAST("attribute5" AS REAL) >= 46.0 +GROUP BY "attribute2", "attribute3" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ebca0f68e75596d0083a3e0eefc4c48d62562a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"attribute2\", \"attribute3\", COUNT(*) AS \"row_count\"\nFROM \"n17\"\nWHERE CAST(\"attribute5\" AS REAL) >= 46.0\nGROUP BY \"attribute2\", \"attribute3\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"attribute2\\\", \\\"attribute3\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nWHERE CAST(\\\"attribute5\\\" AS REAL) >= 46.0\\nGROUP BY \\\"attribute2\\\", \\\"attribute3\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"attribute2\", \"attribute3\", \"row_count\"], \"rows\": [{\"attribute2\": \"0\", \"attribute3\": \"86\", \"row_count\": 290}, {\"attribute2\": \"0\", \"attribute3\": \"81\", \"row_count\": 188}, {\"attribute2\": \"0\", \"attribute3\": \"88\", \"row_count\": 172}, {\"attribute2\": \"0\", \"attribute3\": \"83\", \"row_count\": 158}, {\"attribute2\": \"0\", \"attribute3\": \"97\", \"row_count\": 155}, {\"attribute2\": \"0\", \"attribute3\": \"95\", \"row_count\": 150}, {\"attribute2\": \"0\", \"attribute3\": \"84\", \"row_count\": 131}, {\"attribute2\": \"0\", \"attribute3\": \"87\", \"row_count\": 129}, {\"attribute2\": \"0\", \"attribute3\": \"96\", \"row_count\": 126}, {\"attribute2\": \"0\", \"attribute3\": \"77\", \"row_count\": 121}, {\"attribute2\": \"0\", \"attribute3\": \"79\", \"row_count\": 103}, {\"attribute2\": \"0\", \"attribute3\": \"82\", \"row_count\": 90}, {\"attribute2\": \"0\", \"attribute3\": \"78\", \"row_count\": 72}, {\"attribute2\": \"0\", \"attribute3\": \"85\", \"row_count\": 70}, {\"attribute2\": \"1\", \"attribute3\": \"86\", \"row_count\": 60}, {\"attribute2\": \"0\", \"attribute3\": \"80\", \"row_count\": 58}, {\"attribute2\": \"0\", \"attribute3\": \"102\", \"row_count\": 53}, {\"attribute2\": \"0\", \"attribute3\": \"90\", \"row_count\": 53}, {\"attribute2\": \"0\", \"attribute3\": \"108\", \"row_count\": 45}, {\"attribute2\": \"0\", \"attribute3\": \"92\", \"row_count\": 43}, {\"attribute2\": \"1\", \"attribute3\": \"81\", \"row_count\": 42}, {\"attribute2\": \"0\", \"attribute3\": \"98\", \"row_count\": 41}, {\"attribute2\": \"0\", \"attribute3\": \"106\", \"row_count\": 38}, {\"attribute2\": \"-1\", \"attribute3\": \"81\", \"row_count\": 37}, {\"attribute2\": \"-1\", \"attribute3\": \"86\", \"row_count\": 37}, {\"attribute2\": \"0\", \"attribute3\": \"107\", \"row_count\": 35}, {\"attribute2\": \"0\", \"attribute3\": \"76\", \"row_count\": 35}, {\"attribute2\": \"0\", \"attribute3\": \"109\", \"row_count\": 34}, {\"attribute2\": \"1\", \"attribute3\": \"84\", \"row_count\": 34}, {\"attribute2\": \"2\", \"attribute3\": \"86\", \"row_count\": 34}, {\"attribute2\": \"-1\", \"attribute3\": \"83\", \"row_count\": 33}, {\"attribute2\": \"0\", \"attribute3\": \"93\", \"row_count\": 33}, {\"attribute2\": \"1\", \"attribute3\": \"83\", \"row_count\": 33}, {\"attribute2\": \"1\", \"attribute3\": \"87\", \"row_count\": 30}, {\"attribute2\": \"-2\", \"attribute3\": \"86\", \"row_count\": 28}, {\"attribute2\": \"0\", \"attribute3\": \"103\", \"row_count\": 27}, {\"attribute2\": \"2\", \"attribute3\": \"81\", \"row_count\": 26}, {\"attribute2\": \"3\", \"attribute3\": \"81\", \"row_count\": 26}, {\"attribute2\": \"-1\", \"attribute3\": \"84\", \"row_count\": 25}, {\"attribute2\": \"-1\", \"attribute3\": \"87\", \"row_count\": 25}, {\"attribute2\": \"-1\", \"attribute3\": \"79\", \"row_count\": 24}, {\"attribute2\": \"0\", \"attribute3\": \"91\", \"row_count\": 23}, {\"attribute2\": \"1\", \"attribute3\": \"88\", \"row_count\": 23}, {\"attribute2\": \"5\", \"attribute3\": \"86\", \"row_count\": 23}, {\"attribute2\": \"-5\", \"attribute3\": \"86\", \"row_count\": 22}, {\"attribute2\": \"0\", \"attribute3\": \"89\", \"row_count\": 22}, {\"attribute2\": \"3\", \"attribute3\": \"86\", \"row_count\": 22}, {\"attribute2\": \"-2\", \"attribute3\": \"81\", \"row_count\": 21}, {\"attribute2\": \"-4\", \"attribute3\": \"86\", \"row_count\": 21}, {\"attribute2\": \"1\", \"attribute3\": \"79\", \"row_count\": 21}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.96}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f2f1fa1b0ad52eb02de1004baddfa55907cfaa36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:41:44.411007+00:00", + "ended_at": "2026-05-19T15:41:57.750639+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_8ba2913d8fda50e9", + "problem_id": "v2p_n17_9f2e7792dec2b4e5", + "dataset_id": "n17", + "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=attribute2, group_col_2=attribute3.", + "bindings": { + "group_col": "attribute2", + "group_col_2": "attribute3", + "predicate_col": "attribute5", + "predicate_op": ">=", + "predicate_value": 46.0, + "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": 55.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=54" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_8ba2913d8fda50e9.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_8ba2913d8fda50e9", + "api_calls": 0, + "input_tokens": 14126, + "cached_input_tokens": 12672, + "output_tokens": 475, + "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": 13321.82, + "sql_execution_elapsed_ms_total": 11.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ee8e45ece8cd463eb8959bbd3b46b382b2078cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:57.735620+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": 13321.82, "started_at": "2026-05-19T15:41:44.412253+00:00", "ended_at": "2026-05-19T15:41:57.734107+00:00", "prompt_metrics": {"chars": 6974, "bytes_utf8": 6974, "lines": 220, "estimated_tokens": null}, "response_metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14126, "cached_input_tokens": 12672, "output_tokens": 475, "reasoning_output_tokens": 339}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"attribute2\\\", \\\"attribute3\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nWHERE CAST(\\\"attribute5\\\" AS REAL) >= 46.0\\nGROUP BY \\\"attribute2\\\", \\\"attribute3\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"attribute2\\\", group_col_2=\\\"attribute3\\\", and predicate on \\\"attribute5\\\" >= 46.0. Cast \\\"attribute5\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f0121993035911d4d5418834de0e3dce54485fc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_8ba2913d8fda50e9", + "api_calls": 0, + "input_tokens": 14126, + "cached_input_tokens": 12672, + "output_tokens": 475, + "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": 13321.82, + "sql_execution_elapsed_ms_total": 11.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..988d94ee08c90be65bde54aafeb3d2ce94112c60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6901, "bytes_utf8": 6901, "lines": 219, "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": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14091, "cached_input_tokens": 12672, "output_tokens": 277, "reasoning_output_tokens": 166}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2314518f22f99a1047f45a9e0c0f0bf93e3c7a88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_8e2136debc30bd75", + "api_calls": 0, + "input_tokens": 14091, + "cached_input_tokens": 12672, + "output_tokens": 277, + "total_tokens": 14368, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8588.64, + "sql_execution_elapsed_ms_total": 7.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..771c87718538c70c859214bc7a4c892b5f3919ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:02.699957+00:00", + "ended_at": "2026-05-19T15:57:11.288616+00:00", + "elapsed_ms": 8588.64, + "prompt_metrics": { + "chars": 6901, + "bytes_utf8": 6901, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 768, + "bytes_utf8": 768, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 405, + "bytes_utf8": 405, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14091, + "cached_input_tokens": 12672, + "output_tokens": 277, + "reasoning_output_tokens": 166 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b6dd96402c80c0f5dfd40fa3a7d62a13e0d64b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute7, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute7", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 42.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..832bbd42076a66b67e811009e7312f20e4dde4f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-749b-77f2-a00f-4441004cc5c8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"attribute7\\\",\\n AVG(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute7\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with group_col=\\\"attribute7\\\" and condition_col=\\\"class\\\", measuring the within-group proportion of rows where class = '1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14091,"cached_input_tokens":12672,"output_tokens":277,"reasoning_output_tokens":166}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..848c1bf2dc57803a01a8a08ac0c03d71a83492e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"attribute7\",\n AVG(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n17\"\nGROUP BY \"attribute7\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the Grouped Condition Rate template with group_col=\"attribute7\" and condition_col=\"class\", measuring the within-group proportion of rows where class = '1'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e2136debc30bd75/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dcdfdca78359b722908042c1f35b1a8eade4d57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=attribute3, measure_col=attribute7. +Result preview: [{"attribute3": "118", "avg_measure": 73.0}, {"attribute3": "100", "avg_measure": 59.5945945945946}, {"attribute3": "104", "avg_measure": 57.0377358490566}, {"attribute3": "110", "avg_measure": 56.28}, {"attribute3": "101", "avg_measure": 55.733333333333334}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..75796f93fb312fab35e3b40cbf333fa82e7d3e99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n17_8e8cf3a28250ec9a +-- problem_id: v2p_n17_899dab86b0ac2a2f +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "attribute3", + AVG(CAST("attribute7" AS REAL)) OVER (PARTITION BY "attribute3") AS avg_measure +FROM "n17" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7cf0261641973554cc2e947658ee1c0e0028cd49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/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_m4_window_partition_avg\nSELECT DISTINCT \"attribute3\",\n AVG(CAST(\"attribute7\" AS REAL)) OVER (PARTITION BY \"attribute3\") AS avg_measure\nFROM \"n17\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"attribute3\\\",\\n AVG(CAST(\\\"attribute7\\\" AS REAL)) OVER (PARTITION BY \\\"attribute3\\\") AS avg_measure\\nFROM \\\"n17\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"attribute3\", \"avg_measure\"], \"rows\": [{\"attribute3\": \"118\", \"avg_measure\": 73.0}, {\"attribute3\": \"100\", \"avg_measure\": 59.5945945945946}, {\"attribute3\": \"104\", \"avg_measure\": 57.0377358490566}, {\"attribute3\": \"110\", \"avg_measure\": 56.28}, {\"attribute3\": \"101\", \"avg_measure\": 55.733333333333334}, {\"attribute3\": \"106\", \"avg_measure\": 55.326530612244895}, {\"attribute3\": \"109\", \"avg_measure\": 52.48514851485149}, {\"attribute3\": \"94\", \"avg_measure\": 52.13559322033898}, {\"attribute3\": \"111\", \"avg_measure\": 51.75757575757576}, {\"attribute3\": \"107\", \"avg_measure\": 50.56209150326797}, {\"attribute3\": \"108\", \"avg_measure\": 49.42603550295858}, {\"attribute3\": \"99\", \"avg_measure\": 49.40677966101695}, {\"attribute3\": \"113\", \"avg_measure\": 47.8125}, {\"attribute3\": \"105\", \"avg_measure\": 47.0375}, {\"attribute3\": \"97\", \"avg_measure\": 46.47857142857143}, {\"attribute3\": \"112\", \"avg_measure\": 46.411764705882355}, {\"attribute3\": \"93\", \"avg_measure\": 45.85128205128205}, {\"attribute3\": \"90\", \"avg_measure\": 45.09405940594059}, {\"attribute3\": \"95\", \"avg_measure\": 44.55452436194896}, {\"attribute3\": \"96\", \"avg_measure\": 43.614886731391586}, {\"attribute3\": \"98\", \"avg_measure\": 43.314465408805034}, {\"attribute3\": \"102\", \"avg_measure\": 42.43835616438356}, {\"attribute3\": \"92\", \"avg_measure\": 41.94086021505376}, {\"attribute3\": \"103\", \"avg_measure\": 40.80263157894737}, {\"attribute3\": \"91\", \"avg_measure\": 39.6}, {\"attribute3\": \"87\", \"avg_measure\": 36.38717948717949}, {\"attribute3\": \"80\", \"avg_measure\": 36.34848484848485}, {\"attribute3\": \"82\", \"avg_measure\": 35.4487895716946}, {\"attribute3\": \"83\", \"avg_measure\": 35.130820399113084}, {\"attribute3\": \"88\", \"avg_measure\": 35.050173010380625}, {\"attribute3\": \"79\", \"avg_measure\": 34.80500431406385}, {\"attribute3\": \"76\", \"avg_measure\": 34.75100806451613}, {\"attribute3\": \"86\", \"avg_measure\": 34.66487935656836}, {\"attribute3\": \"85\", \"avg_measure\": 34.588588588588586}, {\"attribute3\": \"75\", \"avg_measure\": 34.20661157024794}, {\"attribute3\": \"89\", \"avg_measure\": 33.75449101796407}, {\"attribute3\": \"81\", \"avg_measure\": 33.68113522537563}, {\"attribute3\": \"78\", \"avg_measure\": 32.78893740902475}, {\"attribute3\": \"74\", \"avg_measure\": 32.648148148148145}, {\"attribute3\": \"77\", \"avg_measure\": 31.784287616511318}, {\"attribute3\": \"84\", \"avg_measure\": 28.066666666666666}, {\"attribute3\": \"64\", \"avg_measure\": 21.0}, {\"attribute3\": \"73\", \"avg_measure\": 17.5}, {\"attribute3\": \"72\", \"avg_measure\": 17.0}, {\"attribute3\": \"71\", \"avg_measure\": 16.0}, {\"attribute3\": \"40\", \"avg_measure\": 4.0}], \"row_count_returned\": 46, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.86}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2dbfd4cc55c9d29afd1a0ae6da0c86f67a2949b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:04:18.587736+00:00", + "ended_at": "2026-05-19T16:04:30.628391+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_8e8cf3a28250ec9a", + "problem_id": "v2p_n17_899dab86b0ac2a2f", + "dataset_id": "n17", + "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=attribute3, measure_col=attribute7.", + "bindings": { + "group_col": "attribute3", + "measure_col": "attribute7", + "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": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_8e8cf3a28250ec9a.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_8e8cf3a28250ec9a", + "api_calls": 0, + "input_tokens": 14042, + "cached_input_tokens": 12032, + "output_tokens": 232, + "total_tokens": 14274, + "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": 11010.52, + "sql_execution_elapsed_ms_total": 23.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b794364b56d05d3ed7ce92acfbc7484d7ba2ec89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:04:22.118747+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3528.22, "started_at": "2026-05-19T16:04:18.589734+00:00", "ended_at": "2026-05-19T16:04:22.118021+00:00", "prompt_metrics": {"chars": 6746, "bytes_utf8": 6746, "lines": 216, "estimated_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-1b20-7163-a12f-e20fa63dc38d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:04:30.602691+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": 7482.3, "started_at": "2026-05-19T16:04:23.119567+00:00", "ended_at": "2026-05-19T16:04:30.601897+00:00", "prompt_metrics": {"chars": 6746, "bytes_utf8": 6746, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14042, "cached_input_tokens": 12032, "output_tokens": 232, "reasoning_output_tokens": 130}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"attribute3\\\",\\n AVG(CAST(\\\"attribute7\\\" AS REAL)) OVER (PARTITION BY \\\"attribute3\\\") AS avg_measure\\nFROM \\\"n17\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"attribute3\\\" and measure_col=\\\"attribute7\\\". CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..db79231f48def43564ccb6b9e9fb640a1caf0709 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_8e8cf3a28250ec9a", + "api_calls": 0, + "input_tokens": 14042, + "cached_input_tokens": 12032, + "output_tokens": 232, + "total_tokens": 14274, + "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": 11010.52, + "sql_execution_elapsed_ms_total": 23.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e952e5ddb3ea180/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e952e5ddb3ea180/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a4dd9b9a4c8949cc461c261583200d1f5ab619c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e952e5ddb3ea180/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"attribute6": "0", "support": 4555, "avg_response": 48.58441273326015}, {"attribute6": "-4", "support": 360, "avg_response": 47.422222222222224}, {"attribute6": "-1", "support": 344, "avg_response": 48.0843023255814}, {"attribute6": "1", "support": 341, "avg_response": 49.856304985337246}, {"attribute6": "-3", "support": 296, "avg_response": 48.320945945945944}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e952e5ddb3ea180/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e952e5ddb3ea180/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..22e0095d93cab97664b337f2eb0458befafed7a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e952e5ddb3ea180/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_8e952e5ddb3ea180 +-- problem_id: v2p_n17_d94decb9dabc93d7 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "attribute6", + COUNT(*) AS support, + AVG("time") AS avg_response +FROM "n17" +GROUP BY "attribute6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e952e5ddb3ea180/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e952e5ddb3ea180/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df0c893da4a8fa6eca8f6c843233608662af9d01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e952e5ddb3ea180/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_d\n-- sql_source_dataset_id: n17\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_n17_8e952e5ddb3ea180\n-- problem_id: v2p_n17_d94decb9dabc93d7\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"attribute6\",\n COUNT(*) AS support,\n AVG(\"time\") AS avg_response\nFROM \"n17\"\nGROUP BY \"attribute6\"\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_d\\n-- sql_source_dataset_id: n17\\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_n17_8e952e5ddb3ea180\\n-- problem_id: v2p_n17_d94decb9dabc93d7\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"attribute6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"time\\\") AS avg_response\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"attribute6\", \"support\", \"avg_response\"], \"rows\": [{\"attribute6\": \"0\", \"support\": 4555, \"avg_response\": 48.58441273326015}, {\"attribute6\": \"-4\", \"support\": 360, \"avg_response\": 47.422222222222224}, {\"attribute6\": \"-1\", \"support\": 344, \"avg_response\": 48.0843023255814}, {\"attribute6\": \"1\", \"support\": 341, \"avg_response\": 49.856304985337246}, {\"attribute6\": \"-3\", \"support\": 296, \"avg_response\": 48.320945945945944}, {\"attribute6\": \"-2\", \"support\": 290, \"avg_response\": 48.37931034482759}, {\"attribute6\": \"5\", \"support\": 285, \"avg_response\": 49.63508771929825}, {\"attribute6\": \"-6\", \"support\": 281, \"avg_response\": 48.26690391459075}, {\"attribute6\": \"2\", \"support\": 277, \"avg_response\": 49.55234657039711}, {\"attribute6\": \"6\", \"support\": 275, \"avg_response\": 48.20727272727273}, {\"attribute6\": \"4\", \"support\": 250, \"avg_response\": 48.06}, {\"attribute6\": \"3\", \"support\": 249, \"avg_response\": 48.22489959839358}, {\"attribute6\": \"-5\", \"support\": 239, \"avg_response\": 47.68200836820084}, {\"attribute6\": \"7\", \"support\": 236, \"avg_response\": 49.610169491525426}, {\"attribute6\": \"8\", \"support\": 226, \"avg_response\": 47.83185840707964}, {\"attribute6\": \"9\", \"support\": 216, \"avg_response\": 47.532407407407405}, {\"attribute6\": \"-7\", \"support\": 214, \"avg_response\": 48.654205607476634}, {\"attribute6\": \"11\", \"support\": 192, \"avg_response\": 46.291666666666664}, {\"attribute6\": \"-9\", \"support\": 191, \"avg_response\": 47.31937172774869}, {\"attribute6\": \"-8\", \"support\": 184, \"avg_response\": 48.54891304347826}, {\"attribute6\": \"12\", \"support\": 177, \"avg_response\": 49.36158192090395}, {\"attribute6\": \"-10\", \"support\": 173, \"avg_response\": 49.786127167630056}, {\"attribute6\": \"-12\", \"support\": 171, \"avg_response\": 47.380116959064324}, {\"attribute6\": \"10\", \"support\": 169, \"avg_response\": 47.857988165680474}, {\"attribute6\": \"13\", \"support\": 166, \"avg_response\": 46.08433734939759}, {\"attribute6\": \"-11\", \"support\": 165, \"avg_response\": 48.339393939393936}, {\"attribute6\": \"14\", \"support\": 155, \"avg_response\": 47.72258064516129}, {\"attribute6\": \"15\", \"support\": 155, \"avg_response\": 47.43225806451613}, {\"attribute6\": \"-30\", \"support\": 151, \"avg_response\": 48.87417218543046}, {\"attribute6\": \"16\", \"support\": 148, \"avg_response\": 48.810810810810814}, {\"attribute6\": \"-14\", \"support\": 143, \"avg_response\": 47.18181818181818}, {\"attribute6\": \"-13\", \"support\": 142, \"avg_response\": 49.225352112676056}, {\"attribute6\": \"-19\", \"support\": 133, \"avg_response\": 46.390977443609025}, {\"attribute6\": \"17\", \"support\": 128, \"avg_response\": 46.6953125}, {\"attribute6\": \"-15\", \"support\": 126, \"avg_response\": 47.833333333333336}, {\"attribute6\": \"-16\", \"support\": 125, \"avg_response\": 45.632}, {\"attribute6\": \"-17\", \"support\": 120, \"avg_response\": 47.45}, {\"attribute6\": \"22\", \"support\": 120, \"avg_response\": 46.833333333333336}, {\"attribute6\": \"31\", \"support\": 120, \"avg_response\": 46.75833333333333}, {\"attribute6\": \"18\", \"support\": 117, \"avg_response\": 45.41025641025641}, {\"attribute6\": \"-20\", \"support\": 115, \"avg_response\": 48.78260869565217}, {\"attribute6\": \"-18\", \"support\": 115, \"avg_response\": 46.86086956521739}, {\"attribute6\": \"-24\", \"support\": 113, \"avg_response\": 48.610619469026545}, {\"attribute6\": \"19\", \"support\": 113, \"avg_response\": 47.336283185840706}, {\"attribute6\": \"20\", \"support\": 112, \"avg_response\": 47.36607142857143}, {\"attribute6\": \"-22\", \"support\": 112, \"avg_response\": 46.517857142857146}, {\"attribute6\": \"21\", \"support\": 106, \"avg_response\": 46.764150943396224}, {\"attribute6\": \"24\", \"support\": 104, \"avg_response\": 48.16346153846154}, {\"attribute6\": \"-23\", \"support\": 103, \"avg_response\": 48.25242718446602}, {\"attribute6\": \"23\", \"support\": 98, \"avg_response\": 47.642857142857146}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.49}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e952e5ddb3ea180/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e952e5ddb3ea180/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1d28a6665b9411e4fe64e5f49ed3b14f98a2ec5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e952e5ddb3ea180/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:06:55.900792+00:00", + "ended_at": "2026-05-19T16:06:55.909039+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_8e952e5ddb3ea180", + "problem_id": "v2p_n17_d94decb9dabc93d7", + "dataset_id": "n17", + "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=time, key_col=attribute6.", + "bindings": { + "key_col": "attribute6", + "measure_col": "time", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_8e952e5ddb3ea180.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_d/n17/artifacts/v2q_n17_8e952e5ddb3ea180/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e952e5ddb3ea180/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e952e5ddb3ea180/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_d/n17/artifacts/v2q_n17_919e6165cebd188d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf88f8ad1d952572624eeec520073965fb871bf6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=attribute3. +Result preview: [{"attribute3": "118", "support": 1}, {"attribute3": "40", "support": 1}, {"attribute3": "64", "support": 1}, {"attribute3": "72", "support": 1}, {"attribute3": "73", "support": 4}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..602c6e58b70cbc4ced1bc211008008af83c26e2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n17_919e6165cebd188d +-- problem_id: v2p_n17_92a75d20a7f585c3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "attribute3", + COUNT(*) AS support +FROM "n17" +GROUP BY "attribute3" +ORDER BY support ASC, "attribute3" +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29f6a3ccd83ca34395598634805d04da98b5e72c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute3\",\n COUNT(*) AS support\nFROM \"n17\"\nGROUP BY \"attribute3\"\nORDER BY support ASC, \"attribute3\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"attribute3\\\",\\n COUNT(*) AS support\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\"\\nORDER BY support ASC, \\\"attribute3\\\"\\nLIMIT 17;\", \"columns\": [\"attribute3\", \"support\"], \"rows\": [{\"attribute3\": \"118\", \"support\": 1}, {\"attribute3\": \"40\", \"support\": 1}, {\"attribute3\": \"64\", \"support\": 1}, {\"attribute3\": \"72\", \"support\": 1}, {\"attribute3\": \"73\", \"support\": 4}, {\"attribute3\": \"71\", \"support\": 5}, {\"attribute3\": \"101\", \"support\": 15}, {\"attribute3\": \"113\", \"support\": 16}, {\"attribute3\": \"112\", \"support\": 17}, {\"attribute3\": \"110\", \"support\": 25}, {\"attribute3\": \"111\", \"support\": 33}, {\"attribute3\": \"74\", \"support\": 54}, {\"attribute3\": \"94\", \"support\": 59}, {\"attribute3\": \"99\", \"support\": 59}, {\"attribute3\": \"100\", \"support\": 74}, {\"attribute3\": \"103\", \"support\": 76}, {\"attribute3\": \"105\", \"support\": 80}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.73}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c4e48f99162781f87656a9804292881ee3e1f450 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:01:56.078625+00:00", + "ended_at": "2026-05-19T16:02:09.008808+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_919e6165cebd188d", + "problem_id": "v2p_n17_92a75d20a7f585c3", + "dataset_id": "n17", + "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=attribute3.", + "bindings": { + "group_col": "attribute3", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_919e6165cebd188d.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_919e6165cebd188d", + "api_calls": 0, + "input_tokens": 14040, + "cached_input_tokens": 12032, + "output_tokens": 273, + "total_tokens": 14313, + "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": 11911.1, + "sql_execution_elapsed_ms_total": 10.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d07b982f147249f79ecb9c74e9ec0be72c7d4714 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:01:59.099407+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3017.29, "started_at": "2026-05-19T16:01:56.081025+00:00", "ended_at": "2026-05-19T16:01:59.098352+00:00", "prompt_metrics": {"chars": 6647, "bytes_utf8": 6647, "lines": 214, "estimated_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-ee78-70c3-86d0-91a97fc3fb0f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:02:08.996439+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": 8893.81, "started_at": "2026-05-19T16:02:00.100905+00:00", "ended_at": "2026-05-19T16:02:08.994774+00:00", "prompt_metrics": {"chars": 6647, "bytes_utf8": 6647, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 318, "bytes_utf8": 318, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14040, "cached_input_tokens": 12032, "output_tokens": 273, "reasoning_output_tokens": 182}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"attribute3\\\",\\n COUNT(*) AS support\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\"\\nORDER BY support ASC, \\\"attribute3\\\"\\nLIMIT 17;\",\"notes\":\"Uses the specified Low-Support Group Count template with group_col bound to \\\"attribute3\\\" and top_k=17.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..86f3a11f8a0991f94c44c612b8386eeaa36f2c89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_919e6165cebd188d", + "api_calls": 0, + "input_tokens": 14040, + "cached_input_tokens": 12032, + "output_tokens": 273, + "total_tokens": 14313, + "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": 11911.1, + "sql_execution_elapsed_ms_total": 10.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..64ab77526fd307a7fd1548793e320d30d4e1bec2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/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=attribute5. +Result preview: [{"attribute5": "46", "row_count": 1721}, {"attribute5": "42", "row_count": 1572}, {"attribute5": "44", "row_count": 1479}, {"attribute5": "38", "row_count": 1155}, {"attribute5": "50", "row_count": 1023}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..812beac5bd0ffe1152ef84827dd9c28070cefdd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_91f8c938098bfb72 +-- problem_id: v2p_n17_7eefeedef1cb258d +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute5", COUNT(*) AS "row_count" +FROM "n17" +GROUP BY "attribute5" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f64e6837c3c6f70a5079d6f71d8fce8e6af0d87a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/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 \"attribute5\", COUNT(*) AS \"row_count\"\nFROM \"n17\"\nGROUP BY \"attribute5\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"attribute5\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"attribute5\", \"row_count\"], \"rows\": [{\"attribute5\": \"46\", \"row_count\": 1721}, {\"attribute5\": \"42\", \"row_count\": 1572}, {\"attribute5\": \"44\", \"row_count\": 1479}, {\"attribute5\": \"38\", \"row_count\": 1155}, {\"attribute5\": \"50\", \"row_count\": 1023}, {\"attribute5\": \"54\", \"row_count\": 806}, {\"attribute5\": \"52\", \"row_count\": 773}, {\"attribute5\": \"36\", \"row_count\": 540}, {\"attribute5\": \"56\", \"row_count\": 445}, {\"attribute5\": \"34\", \"row_count\": 407}, {\"attribute5\": \"28\", \"row_count\": 348}, {\"attribute5\": \"26\", \"row_count\": 295}, {\"attribute5\": \"24\", \"row_count\": 295}, {\"attribute5\": \"20\", \"row_count\": 294}, {\"attribute5\": \"30\", \"row_count\": 244}, {\"attribute5\": \"18\", \"row_count\": 231}, {\"attribute5\": \"8\", \"row_count\": 210}, {\"attribute5\": \"16\", \"row_count\": 193}, {\"attribute5\": \"10\", \"row_count\": 192}, {\"attribute5\": \"0\", \"row_count\": 179}, {\"attribute5\": \"-2\", \"row_count\": 178}, {\"attribute5\": \"-4\", \"row_count\": 176}, {\"attribute5\": \"12\", \"row_count\": 174}, {\"attribute5\": \"6\", \"row_count\": 173}, {\"attribute5\": \"2\", \"row_count\": 140}, {\"attribute5\": \"70\", \"row_count\": 117}, {\"attribute5\": \"-40\", \"row_count\": 115}, {\"attribute5\": \"72\", \"row_count\": 95}, {\"attribute5\": \"-22\", \"row_count\": 89}, {\"attribute5\": \"-6\", \"row_count\": 87}, {\"attribute5\": \"-42\", \"row_count\": 86}, {\"attribute5\": \"-10\", \"row_count\": 77}, {\"attribute5\": \"-14\", \"row_count\": 75}, {\"attribute5\": \"-20\", \"row_count\": 67}, {\"attribute5\": \"-18\", \"row_count\": 59}, {\"attribute5\": \"-12\", \"row_count\": 59}, {\"attribute5\": \"60\", \"row_count\": 55}, {\"attribute5\": \"-24\", \"row_count\": 48}, {\"attribute5\": \"62\", \"row_count\": 41}, {\"attribute5\": \"64\", \"row_count\": 30}, {\"attribute5\": \"-28\", \"row_count\": 28}, {\"attribute5\": \"68\", \"row_count\": 26}, {\"attribute5\": \"-38\", \"row_count\": 25}, {\"attribute5\": \"-30\", \"row_count\": 24}, {\"attribute5\": \"-36\", \"row_count\": 18}, {\"attribute5\": \"-32\", \"row_count\": 18}, {\"attribute5\": \"-46\", \"row_count\": 16}, {\"attribute5\": \"98\", \"row_count\": 1}, {\"attribute5\": \"310\", \"row_count\": 1}], \"row_count_returned\": 49, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.11}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b0e72865b7ecb991f9c3a5bc09945d4ddd3bff30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:32:17.250104+00:00", + "ended_at": "2026-05-19T15:32:28.184755+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_91f8c938098bfb72", + "problem_id": "v2p_n17_7eefeedef1cb258d", + "dataset_id": "n17", + "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=attribute5.", + "bindings": { + "group_col": "attribute5", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=14" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_91f8c938098bfb72.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_91f8c938098bfb72", + "api_calls": 0, + "input_tokens": 14004, + "cached_input_tokens": 12032, + "output_tokens": 330, + "total_tokens": 14334, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10920.6, + "sql_execution_elapsed_ms_total": 9.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..075f08cee8663d618b9d32f50f042ec2629a0385 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:28.172898+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": 10920.6, "started_at": "2026-05-19T15:32:17.251178+00:00", "ended_at": "2026-05-19T15:32:28.171803+00:00", "prompt_metrics": {"chars": 6566, "bytes_utf8": 6566, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 296, "bytes_utf8": 296, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14004, "cached_input_tokens": 12032, "output_tokens": 330, "reasoning_output_tokens": 247}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"attribute5\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the Grouped Count by Category template with group_col bound to \\\"attribute5\\\" on the single table \\\"n17\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1fb702d1185f0004fb16b869d3d3b1129e81ca87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_91f8c938098bfb72", + "api_calls": 0, + "input_tokens": 14004, + "cached_input_tokens": 12032, + "output_tokens": 330, + "total_tokens": 14334, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10920.6, + "sql_execution_elapsed_ms_total": 9.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65a039f6af426a17780428250f57aeb7f73300fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6955, "bytes_utf8": 6955, "lines": 220, "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": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14122, "cached_input_tokens": 12672, "output_tokens": 509, "reasoning_output_tokens": 383}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3a9022873f926c1a7a38b6a225f5c08489fd5174 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_948365a294b84099", + "api_calls": 0, + "input_tokens": 14122, + "cached_input_tokens": 12672, + "output_tokens": 509, + "total_tokens": 14631, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14540.85, + "sql_execution_elapsed_ms_total": 5.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57748c12a90e88f280f6fe4fe6839f970785e2b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/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": "2026-05-19T15:40:52.215023+00:00", + "ended_at": "2026-05-19T15:41:06.755913+00:00", + "elapsed_ms": 14540.85, + "prompt_metrics": { + "chars": 6955, + "bytes_utf8": 6955, + "lines": 220, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 817, + "bytes_utf8": 817, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 454, + "bytes_utf8": 454, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14122, + "cached_input_tokens": 12672, + "output_tokens": 509, + "reasoning_output_tokens": 383 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d80b174932574f464f949302db8e94493dee95c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,220 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=time, group_col_2=attribute7.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "time", + "group_col_2": "attribute7", + "predicate_col": "time", + "predicate_op": ">=", + "predicate_value": 55.0, + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..57932155123edf41dedc369a61159e3e597090e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-a585-7383-8a6b-09ce3fd4e477"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"time\\\", \\\"attribute7\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nWHERE CAST(\\\"time\\\" AS REAL) >= 55.0\\nGROUP BY \\\"time\\\", \\\"attribute7\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the planned two-dimensional group-count template with group_col=time, group_col_2=attribute7, and predicate time >= 55.0. CAST is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14122,"cached_input_tokens":12672,"output_tokens":509,"reasoning_output_tokens":383}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b3b30df4eeb1025a6a811e1d6c14a5aa20425ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"time\", \"attribute7\", COUNT(*) AS \"row_count\"\nFROM \"n17\"\nWHERE CAST(\"time\" AS REAL) >= 55.0\nGROUP BY \"time\", \"attribute7\"\nORDER BY \"row_count\" DESC;","notes":"Used the planned two-dimensional group-count template with group_col=time, group_col_2=attribute7, and predicate time >= 55.0. CAST is applied because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_948365a294b84099/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_9616f0c5539480fa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_9616f0c5539480fa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..99dd6786dbdb220c59b8050d519274946d853689 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_9616f0c5539480fa/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"attribute2": "0", "support": 8953, "avg_response": 0.42052943147548305}, {"attribute2": "1", "support": 936, "avg_response": 0.2767094017094017}, {"attribute2": "-1", "support": 925, "avg_response": -0.14486486486486486}, {"attribute2": "-2", "support": 554, "avg_response": -0.08664259927797834}, {"attribute2": "2", "support": 514, "avg_response": 0.20622568093385213}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_9616f0c5539480fa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_9616f0c5539480fa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6386bfc609845445cc0872109fe7ff3eae2ea73a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_9616f0c5539480fa/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_9616f0c5539480fa +-- problem_id: v2p_n17_7c79e2c82fd7336a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "attribute2", + COUNT(*) AS support, + AVG("attribute4") AS avg_response +FROM "n17" +GROUP BY "attribute2" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_9616f0c5539480fa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_9616f0c5539480fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b2703447a54c2f0535af3fcd0e042134ae95de1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_9616f0c5539480fa/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_d\n-- sql_source_dataset_id: n17\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_n17_9616f0c5539480fa\n-- problem_id: v2p_n17_7c79e2c82fd7336a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"attribute2\",\n COUNT(*) AS support,\n AVG(\"attribute4\") AS avg_response\nFROM \"n17\"\nGROUP BY \"attribute2\"\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_d\\n-- sql_source_dataset_id: n17\\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_n17_9616f0c5539480fa\\n-- problem_id: v2p_n17_7c79e2c82fd7336a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"attribute2\\\",\\n COUNT(*) AS support,\\n AVG(\\\"attribute4\\\") AS avg_response\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute2\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"attribute2\", \"support\", \"avg_response\"], \"rows\": [{\"attribute2\": \"0\", \"support\": 8953, \"avg_response\": 0.42052943147548305}, {\"attribute2\": \"1\", \"support\": 936, \"avg_response\": 0.2767094017094017}, {\"attribute2\": \"-1\", \"support\": 925, \"avg_response\": -0.14486486486486486}, {\"attribute2\": \"-2\", \"support\": 554, \"avg_response\": -0.08664259927797834}, {\"attribute2\": \"2\", \"support\": 514, \"avg_response\": 0.20622568093385213}, {\"attribute2\": \"3\", \"support\": 488, \"avg_response\": 0.1413934426229508}, {\"attribute2\": \"4\", \"support\": 448, \"avg_response\": 0.16964285714285715}, {\"attribute2\": \"5\", \"support\": 420, \"avg_response\": 0.19523809523809524}, {\"attribute2\": \"-3\", \"support\": 389, \"avg_response\": -0.09768637532133675}, {\"attribute2\": \"-4\", \"support\": 353, \"avg_response\": -0.13031161473087818}, {\"attribute2\": \"-5\", \"support\": 336, \"avg_response\": -0.16071428571428573}, {\"attribute2\": \"6\", \"support\": 13, \"avg_response\": 0.6923076923076923}, {\"attribute2\": \"-8\", \"support\": 10, \"avg_response\": -1.3}, {\"attribute2\": \"-6\", \"support\": 9, \"avg_response\": -3.6666666666666665}, {\"attribute2\": \"7\", \"support\": 8, \"avg_response\": 0.75}, {\"attribute2\": \"9\", \"support\": 7, \"avg_response\": 3.0}, {\"attribute2\": \"-10\", \"support\": 6, \"avg_response\": -0.6666666666666666}, {\"attribute2\": \"8\", \"support\": 5, \"avg_response\": 3.6}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.74}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_9616f0c5539480fa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_9616f0c5539480fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..35ba18ef5c9c6e00d16ecdcaee565762bf8f0ccf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_9616f0c5539480fa/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:06:55.869921+00:00", + "ended_at": "2026-05-19T16:06:55.876352+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_9616f0c5539480fa", + "problem_id": "v2p_n17_7c79e2c82fd7336a", + "dataset_id": "n17", + "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=attribute4, key_col=attribute2.", + "bindings": { + "key_col": "attribute2", + "measure_col": "attribute4", + "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_d/n17/sql/v2q_n17_9616f0c5539480fa.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_d/n17/artifacts/v2q_n17_9616f0c5539480fa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_9616f0c5539480fa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_9616f0c5539480fa/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_d/n17/artifacts/v2q_n17_981aca5a75562164/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_981aca5a75562164/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d98faf9064e4a41529ba659639475593ed45b7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_981aca5a75562164/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 9578, "support_share": 0.6605517241379311, "cumulative_support": 9578}, {"value_label": "-1", "support": 736, "support_share": 0.05075862068965517, "cumulative_support": 10314}, {"value_label": "1", "support": 554, "support_share": 0.038206896551724136, "cumulative_support": 10868}, {"value_label": "-2", "support": 502, "support_share": 0.03462068965517241, "cumulative_support": 11370}, {"value_label": "2", "support": 440, "support_share": 0.030344827586206897, "cumulative_support": 11810}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_981aca5a75562164/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_981aca5a75562164/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffa7aabeb63c7c17d6f9fb4c3eae49206f0f73a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_981aca5a75562164/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_981aca5a75562164 +-- problem_id: v2p_n17_5595d64da22663f4 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "attribute4" AS value_label, COUNT(*) AS support + FROM "n17" + GROUP BY "attribute4" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_981aca5a75562164/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_981aca5a75562164/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b36765e2a0cf87dd1f970fd61385be273754f28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_981aca5a75562164/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_d\n-- sql_source_dataset_id: n17\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_n17_981aca5a75562164\n-- problem_id: v2p_n17_5595d64da22663f4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"attribute4\" AS value_label, COUNT(*) AS support\n FROM \"n17\"\n GROUP BY \"attribute4\"\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_d\\n-- sql_source_dataset_id: n17\\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_n17_981aca5a75562164\\n-- problem_id: v2p_n17_5595d64da22663f4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"attribute4\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute4\\\"\\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\": 9578, \"support_share\": 0.6605517241379311, \"cumulative_support\": 9578}, {\"value_label\": \"-1\", \"support\": 736, \"support_share\": 0.05075862068965517, \"cumulative_support\": 10314}, {\"value_label\": \"1\", \"support\": 554, \"support_share\": 0.038206896551724136, \"cumulative_support\": 10868}, {\"value_label\": \"-2\", \"support\": 502, \"support_share\": 0.03462068965517241, \"cumulative_support\": 11370}, {\"value_label\": \"2\", \"support\": 440, \"support_share\": 0.030344827586206897, \"cumulative_support\": 11810}, {\"value_label\": \"-3\", \"support\": 388, \"support_share\": 0.026758620689655174, \"cumulative_support\": 12198}, {\"value_label\": \"3\", \"support\": 308, \"support_share\": 0.021241379310344827, \"cumulative_support\": 12506}, {\"value_label\": \"-4\", \"support\": 268, \"support_share\": 0.018482758620689654, \"cumulative_support\": 12774}, {\"value_label\": \"5\", \"support\": 254, \"support_share\": 0.017517241379310346, \"cumulative_support\": 13028}, {\"value_label\": \"4\", \"support\": 253, \"support_share\": 0.017448275862068964, \"cumulative_support\": 13281}, {\"value_label\": \"6\", \"support\": 229, \"support_share\": 0.015793103448275864, \"cumulative_support\": 13510}, {\"value_label\": \"-7\", \"support\": 198, \"support_share\": 0.013655172413793104, \"cumulative_support\": 13708}, {\"value_label\": \"-6\", \"support\": 195, \"support_share\": 0.013448275862068966, \"cumulative_support\": 13903}, {\"value_label\": \"-5\", \"support\": 193, \"support_share\": 0.013310344827586206, \"cumulative_support\": 14096}, {\"value_label\": \"8\", \"support\": 189, \"support_share\": 0.013034482758620689, \"cumulative_support\": 14285}, {\"value_label\": \"7\", \"support\": 121, \"support_share\": 0.008344827586206896, \"cumulative_support\": 14406}, {\"value_label\": \"-8\", \"support\": 10, \"support_share\": 0.000689655172413793, \"cumulative_support\": 14416}, {\"value_label\": \"13\", \"support\": 7, \"support_share\": 0.0004827586206896552, \"cumulative_support\": 14423}, {\"value_label\": \"9\", \"support\": 6, \"support_share\": 0.00041379310344827585, \"cumulative_support\": 14429}, {\"value_label\": \"10\", \"support\": 5, \"support_share\": 0.0003448275862068965, \"cumulative_support\": 14434}, {\"value_label\": \"-10\", \"support\": 4, \"support_share\": 0.00027586206896551725, \"cumulative_support\": 14438}, {\"value_label\": \"-12\", \"support\": 4, \"support_share\": 0.00027586206896551725, \"cumulative_support\": 14442}, {\"value_label\": \"-18\", \"support\": 4, \"support_share\": 0.00027586206896551725, \"cumulative_support\": 14446}, {\"value_label\": \"-9\", \"support\": 4, \"support_share\": 0.00027586206896551725, \"cumulative_support\": 14450}, {\"value_label\": \"-13\", \"support\": 3, \"support_share\": 0.00020689655172413793, \"cumulative_support\": 14453}, {\"value_label\": \"11\", \"support\": 3, \"support_share\": 0.00020689655172413793, \"cumulative_support\": 14456}, {\"value_label\": \"12\", \"support\": 3, \"support_share\": 0.00020689655172413793, \"cumulative_support\": 14459}, {\"value_label\": \"-11\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"cumulative_support\": 14461}, {\"value_label\": \"-14\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"cumulative_support\": 14463}, {\"value_label\": \"-15\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"cumulative_support\": 14465}, {\"value_label\": \"-17\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"cumulative_support\": 14467}, {\"value_label\": \"-22\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"cumulative_support\": 14469}, {\"value_label\": \"-36\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"cumulative_support\": 14471}, {\"value_label\": \"15\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"cumulative_support\": 14473}, {\"value_label\": \"17\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"cumulative_support\": 14475}, {\"value_label\": \"-16\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"cumulative_support\": 14476}, {\"value_label\": \"-21\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"cumulative_support\": 14477}, {\"value_label\": \"-273\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"cumulative_support\": 14478}, {\"value_label\": \"-29\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"cumulative_support\": 14479}, {\"value_label\": \"-30\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"cumulative_support\": 14480}, {\"value_label\": \"-362\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"cumulative_support\": 14481}, {\"value_label\": \"-38\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"cumulative_support\": 14482}, {\"value_label\": \"-59\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"cumulative_support\": 14483}, {\"value_label\": \"-96\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"cumulative_support\": 14484}, {\"value_label\": \"111\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"cumulative_support\": 14485}, {\"value_label\": \"14\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"cumulative_support\": 14486}, {\"value_label\": \"1751\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"cumulative_support\": 14487}, {\"value_label\": \"20\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"cumulative_support\": 14488}, {\"value_label\": \"21\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"cumulative_support\": 14489}, {\"value_label\": \"258\", \"support\": 1, \"support_share\": 6.896551724137931e-05, \"cumulative_support\": 14490}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.84}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_981aca5a75562164/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_981aca5a75562164/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9e83742cff2f2af2b7acb051bdba2388a9557b72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_981aca5a75562164/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:06:55.742502+00:00", + "ended_at": "2026-05-19T16:06:55.748333+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_981aca5a75562164", + "problem_id": "v2p_n17_5595d64da22663f4", + "dataset_id": "n17", + "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=attribute4.", + "bindings": { + "group_col": "attribute4" + }, + "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_d/n17/sql/v2q_n17_981aca5a75562164.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_d/n17/artifacts/v2q_n17_981aca5a75562164/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_981aca5a75562164/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_981aca5a75562164/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_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..452ec3001091b22e540806fbf23653f73a40c007 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6841, "bytes_utf8": 6841, "lines": 216, "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": 534, "bytes_utf8": 534, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14069, "cached_input_tokens": 12032, "output_tokens": 1447, "reasoning_output_tokens": 1310}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6b86378ef0b8232f264738bc5c69c512e58e6252 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_986089b7f4c67cf7", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 12032, + "output_tokens": 1447, + "total_tokens": 15516, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25938.72, + "sql_execution_elapsed_ms_total": 5.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fb8109d2c4ce168556f56aeebc52ad9d73346a4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/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": "2026-05-19T15:55:28.163897+00:00", + "ended_at": "2026-05-19T15:55:54.102642+00:00", + "elapsed_ms": 25938.72, + "prompt_metrics": { + "chars": 6841, + "bytes_utf8": 6841, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 904, + "bytes_utf8": 904, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 534, + "bytes_utf8": 534, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14069, + "cached_input_tokens": 12032, + "output_tokens": 1447, + "reasoning_output_tokens": 1310 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b20ba2ba817bffe89fbb44cfc40da342d43e9630 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=attribute2, measure_col=attribute2.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute2", + "measure_col": "attribute2", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89c9a4c366b1e1da99679fbbef60a1e3791483c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-035c-7a50-878b-040d3845f99d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"attribute2\\\",\\n MAX(CAST(\\\"attribute2\\\" AS REAL)) AS \\\"percentile_measure\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute2\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are \\\"attribute2\\\", all rows within each group have the same measure value, so the 95th percentile equals that group's numeric \\\"attribute2\\\" value. MAX(CAST(\\\"attribute2\\\" AS REAL)) is therefore a SQLite-safe equivalent.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14069,"cached_input_tokens":12032,"output_tokens":1447,"reasoning_output_tokens":1310}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b2a18c160e57fcc6a178c829840dc17e6130290 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT\n \"attribute2\",\n MAX(CAST(\"attribute2\" AS REAL)) AS \"percentile_measure\"\nFROM \"n17\"\nGROUP BY \"attribute2\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are \"attribute2\", all rows within each group have the same measure value, so the 95th percentile equals that group's numeric \"attribute2\" value. MAX(CAST(\"attribute2\" AS REAL)) is therefore a SQLite-safe equivalent."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a90fcd17f5ef023ac609e862763845988b5a06d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=attribute2, measure_col=attribute2. +Result preview: [{"attribute2": "4501", "percentile_measure": 4501.0}, {"attribute2": "4400", "percentile_measure": 4400.0}, {"attribute2": "3049", "percentile_measure": 3049.0}, {"attribute2": "2561", "percentile_measure": 2561.0}, {"attribute2": "1963", "percentile_measure": 1963.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6efba720de53cb5df2ae2b49d934dd802baa8837 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n17_986089b7f4c67cf7 +-- problem_id: v2p_n17_4e103ab0ce36653f +-- realization_mode: agent +-- source_kind: agent +SELECT + "attribute2", + MAX(CAST("attribute2" AS REAL)) AS "percentile_measure" +FROM "n17" +GROUP BY "attribute2" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23f6333d778e8c5a8be0b69f4e1402c1eb9691a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nSELECT\n \"attribute2\",\n MAX(CAST(\"attribute2\" AS REAL)) AS \"percentile_measure\"\nFROM \"n17\"\nGROUP BY \"attribute2\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"attribute2\\\",\\n MAX(CAST(\\\"attribute2\\\" AS REAL)) AS \\\"percentile_measure\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute2\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"attribute2\", \"percentile_measure\"], \"rows\": [{\"attribute2\": \"4501\", \"percentile_measure\": 4501.0}, {\"attribute2\": \"4400\", \"percentile_measure\": 4400.0}, {\"attribute2\": \"3049\", \"percentile_measure\": 3049.0}, {\"attribute2\": \"2561\", \"percentile_measure\": 2561.0}, {\"attribute2\": \"1963\", \"percentile_measure\": 1963.0}, {\"attribute2\": \"1532\", \"percentile_measure\": 1532.0}, {\"attribute2\": \"962\", \"percentile_measure\": 962.0}, {\"attribute2\": \"656\", \"percentile_measure\": 656.0}, {\"attribute2\": \"318\", \"percentile_measure\": 318.0}, {\"attribute2\": \"170\", \"percentile_measure\": 170.0}, {\"attribute2\": \"136\", \"percentile_measure\": 136.0}, {\"attribute2\": \"92\", \"percentile_measure\": 92.0}, {\"attribute2\": \"78\", \"percentile_measure\": 78.0}, {\"attribute2\": \"46\", \"percentile_measure\": 46.0}, {\"attribute2\": \"45\", \"percentile_measure\": 45.0}, {\"attribute2\": \"43\", \"percentile_measure\": 43.0}, {\"attribute2\": \"31\", \"percentile_measure\": 31.0}, {\"attribute2\": \"27\", \"percentile_measure\": 27.0}, {\"attribute2\": \"23\", \"percentile_measure\": 23.0}, {\"attribute2\": \"22\", \"percentile_measure\": 22.0}, {\"attribute2\": \"16\", \"percentile_measure\": 16.0}, {\"attribute2\": \"13\", \"percentile_measure\": 13.0}, {\"attribute2\": \"11\", \"percentile_measure\": 11.0}, {\"attribute2\": \"10\", \"percentile_measure\": 10.0}, {\"attribute2\": \"9\", \"percentile_measure\": 9.0}, {\"attribute2\": \"8\", \"percentile_measure\": 8.0}, {\"attribute2\": \"7\", \"percentile_measure\": 7.0}, {\"attribute2\": \"6\", \"percentile_measure\": 6.0}, {\"attribute2\": \"5\", \"percentile_measure\": 5.0}, {\"attribute2\": \"4\", \"percentile_measure\": 4.0}, {\"attribute2\": \"3\", \"percentile_measure\": 3.0}, {\"attribute2\": \"2\", \"percentile_measure\": 2.0}, {\"attribute2\": \"1\", \"percentile_measure\": 1.0}, {\"attribute2\": \"0\", \"percentile_measure\": 0.0}, {\"attribute2\": \"-1\", \"percentile_measure\": -1.0}, {\"attribute2\": \"-2\", \"percentile_measure\": -2.0}, {\"attribute2\": \"-3\", \"percentile_measure\": -3.0}, {\"attribute2\": \"-4\", \"percentile_measure\": -4.0}, {\"attribute2\": \"-5\", \"percentile_measure\": -5.0}, {\"attribute2\": \"-6\", \"percentile_measure\": -6.0}, {\"attribute2\": \"-7\", \"percentile_measure\": -7.0}, {\"attribute2\": \"-8\", \"percentile_measure\": -8.0}, {\"attribute2\": \"-9\", \"percentile_measure\": -9.0}, {\"attribute2\": \"-10\", \"percentile_measure\": -10.0}, {\"attribute2\": \"-11\", \"percentile_measure\": -11.0}, {\"attribute2\": \"-13\", \"percentile_measure\": -13.0}, {\"attribute2\": \"-14\", \"percentile_measure\": -14.0}, {\"attribute2\": \"-16\", \"percentile_measure\": -16.0}, {\"attribute2\": \"-17\", \"percentile_measure\": -17.0}, {\"attribute2\": \"-18\", \"percentile_measure\": -18.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.4}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..060e05c3eb1445bd4193d3c5b4483f2dc41e2940 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:55:28.162684+00:00", + "ended_at": "2026-05-19T15:55:54.110313+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_986089b7f4c67cf7", + "problem_id": "v2p_n17_4e103ab0ce36653f", + "dataset_id": "n17", + "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=attribute2, measure_col=attribute2.", + "bindings": { + "group_col": "attribute2", + "measure_col": "attribute2", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_986089b7f4c67cf7.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_986089b7f4c67cf7", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 12032, + "output_tokens": 1447, + "total_tokens": 15516, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25938.72, + "sql_execution_elapsed_ms_total": 5.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4daeb020f576cb20581f0e920ae14a330fad23ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:55:54.103388+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": 25938.72, "started_at": "2026-05-19T15:55:28.163897+00:00", "ended_at": "2026-05-19T15:55:54.102642+00:00", "prompt_metrics": {"chars": 6841, "bytes_utf8": 6841, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 534, "bytes_utf8": 534, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14069, "cached_input_tokens": 12032, "output_tokens": 1447, "reasoning_output_tokens": 1310}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"attribute2\\\",\\n MAX(CAST(\\\"attribute2\\\" AS REAL)) AS \\\"percentile_measure\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute2\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are \\\"attribute2\\\", all rows within each group have the same measure value, so the 95th percentile equals that group's numeric \\\"attribute2\\\" value. MAX(CAST(\\\"attribute2\\\" AS REAL)) is therefore a SQLite-safe equivalent.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2ea2e5d1910376a38200b6560b407493b5cf7318 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_986089b7f4c67cf7", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 12032, + "output_tokens": 1447, + "total_tokens": 15516, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25938.72, + "sql_execution_elapsed_ms_total": 5.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_986089b7f4c67cf7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..085961ffc5e11ba52a7356780c906b135e087737 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=attribute6. +Result preview: [{"attribute6": "-1471", "support": 1}, {"attribute6": "-196", "support": 1}, {"attribute6": "-222", "support": 1}, {"attribute6": "-241", "support": 1}, {"attribute6": "-26739", "support": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..352d10e0631f82ba86f567655d1a24310e676428 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n17_a055953ff2cb84aa +-- problem_id: v2p_n17_3802294b791d1f04 +-- realization_mode: agent +-- source_kind: agent +SELECT + "attribute6", + COUNT(*) AS support +FROM "n17" +GROUP BY "attribute6" +ORDER BY support ASC, "attribute6" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5f30afcc3b34a8d88d72d07487b2dc7067cabce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute6\",\n COUNT(*) AS support\nFROM \"n17\"\nGROUP BY \"attribute6\"\nORDER BY support ASC, \"attribute6\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"attribute6\\\",\\n COUNT(*) AS support\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute6\\\"\\nORDER BY support ASC, \\\"attribute6\\\"\\nLIMIT 10;\", \"columns\": [\"attribute6\", \"support\"], \"rows\": [{\"attribute6\": \"-1471\", \"support\": 1}, {\"attribute6\": \"-196\", \"support\": 1}, {\"attribute6\": \"-222\", \"support\": 1}, {\"attribute6\": \"-241\", \"support\": 1}, {\"attribute6\": \"-26739\", \"support\": 1}, {\"attribute6\": \"-318\", \"support\": 1}, {\"attribute6\": \"-37\", \"support\": 1}, {\"attribute6\": \"-41\", \"support\": 1}, {\"attribute6\": \"-45\", \"support\": 1}, {\"attribute6\": \"-53\", \"support\": 1}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.38}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cfc609329d432c62275d4c8ec7d6d6c76a9276da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:03:09.363856+00:00", + "ended_at": "2026-05-19T16:03:17.818561+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_a055953ff2cb84aa", + "problem_id": "v2p_n17_3802294b791d1f04", + "dataset_id": "n17", + "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=attribute6.", + "bindings": { + "group_col": "attribute6", + "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": 14.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_a055953ff2cb84aa.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_a055953ff2cb84aa", + "api_calls": 0, + "input_tokens": 14039, + "cached_input_tokens": 12032, + "output_tokens": 222, + "total_tokens": 14261, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8434.06, + "sql_execution_elapsed_ms_total": 14.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..abb6f77927122b9fc73be866bd7d39ac4869c6e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:03:17.800661+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": 8434.06, "started_at": "2026-05-19T16:03:09.365048+00:00", "ended_at": "2026-05-19T16:03:17.799153+00:00", "prompt_metrics": {"chars": 6646, "bytes_utf8": 6646, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14039, "cached_input_tokens": 12032, "output_tokens": 222, "reasoning_output_tokens": 124}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"attribute6\\\",\\n COUNT(*) AS support\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute6\\\"\\nORDER BY support ASC, \\\"attribute6\\\"\\nLIMIT 10;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"attribute6\\\" and top_k=10 to return the least-supported attribute6 groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f4d61c259396ae21bc987d0be5e88ddb7e9ddadb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_a055953ff2cb84aa", + "api_calls": 0, + "input_tokens": 14039, + "cached_input_tokens": 12032, + "output_tokens": 222, + "total_tokens": 14261, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8434.06, + "sql_execution_elapsed_ms_total": 14.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0993addc1879c73ce788397face1df31f6235bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7060, "bytes_utf8": 7060, "lines": 218, "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": 583, "bytes_utf8": 583, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12672, "output_tokens": 925, "reasoning_output_tokens": 753}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1eb8f0117fdc412110ae4f29da86856fc4d769af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_a1f61c89b2b11a91", + "api_calls": 0, + "input_tokens": 14147, + "cached_input_tokens": 12672, + "output_tokens": 925, + "total_tokens": 15072, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16370.28, + "sql_execution_elapsed_ms_total": 28.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4b47537993aea8da7a979c114ce9094260c911b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:21.141403+00:00", + "ended_at": "2026-05-19T15:36:37.511778+00:00", + "elapsed_ms": 16370.28, + "prompt_metrics": { + "chars": 7060, + "bytes_utf8": 7060, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 977, + "bytes_utf8": 977, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 583, + "bytes_utf8": 583, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14147, + "cached_input_tokens": 12672, + "output_tokens": 925, + "reasoning_output_tokens": 753 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d61877dd1c7651cc1645c3f2df918b69ef868fc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=time, measure_col=attribute4.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "time", + "measure_col": "attribute4", + "item_col": "attribute5", + "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 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b11dcdc35037f3614c6e1f6ea4c5ad0ec6ff6ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-82bc-7462-b98a-bad0e1df0a58"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"time\\\",\\n \\\"attribute5\\\",\\n SUM(CAST(\\\"attribute4\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"attribute4\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"attribute4\\\" AS REAL))) OVER (PARTITION BY \\\"time\\\"), 0) AS \\\"share_within_group\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"time\\\", \\\"attribute5\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Uses the planned template with group_col=\\\"time\\\", item_col=\\\"attribute5\\\", and measure_col=\\\"attribute4\\\". CAST to REAL is added because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14147,"cached_input_tokens":12672,"output_tokens":925,"reasoning_output_tokens":753}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24759d3d931916ca965688bdb06575c14982a48a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"time\",\n \"attribute5\",\n SUM(CAST(\"attribute4\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"attribute4\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"attribute4\" AS REAL))) OVER (PARTITION BY \"time\"), 0) AS \"share_within_group\"\nFROM \"n17\"\nGROUP BY \"time\", \"attribute5\"\nORDER BY \"share_within_group\" DESC;","notes":"Uses the planned template with group_col=\"time\", item_col=\"attribute5\", and measure_col=\"attribute4\". CAST to REAL is added because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a1f61c89b2b11a91/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2fc110612cd7c9eeb656f34b75eede1cac5cc46a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7075, "bytes_utf8": 7075, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 616, "bytes_utf8": 616, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14150, "cached_input_tokens": 12032, "output_tokens": 684, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..82d89873b591d1fd9d75d632761f6ea9d7bad2e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_a318904a60bf8b92", + "api_calls": 0, + "input_tokens": 14150, + "cached_input_tokens": 12032, + "output_tokens": 684, + "total_tokens": 14834, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17535.42, + "sql_execution_elapsed_ms_total": 15.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6e7bbf6da1534053c7dbc391d2e459ffcf172030 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/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": "2026-05-19T15:34:17.200803+00:00", + "ended_at": "2026-05-19T15:34:34.736256+00:00", + "elapsed_ms": 17535.42, + "prompt_metrics": { + "chars": 7075, + "bytes_utf8": 7075, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 996, + "bytes_utf8": 996, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 616, + "bytes_utf8": 616, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14150, + "cached_input_tokens": 12032, + "output_tokens": 684, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cf6bcb1ffcec88636c1fb8962609b02ab21fab2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute6, measure_col=attribute8.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute6", + "measure_col": "attribute8", + "item_col": "attribute9", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f4d5060f6e87fc1c90c81c141359f16d4d4a45a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-9e88-7042-adc7-958c08164d16"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share.\\nSELECT \\\"attribute6\\\", \\\"attribute9\\\",\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute8\\\" AS REAL))) OVER (PARTITION BY \\\"attribute6\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute6\\\", \\\"attribute9\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested Within-Group Share of Total template with group_col=\\\"attribute6\\\", item_col=\\\"attribute9\\\", and measure_col=\\\"attribute8\\\". The measure is cast from TEXT to REAL so SQLite sums it numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14150,"cached_input_tokens":12032,"output_tokens":684,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9686b8fd5376b1690e86c6d01073fad531ec1c64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share.\nSELECT \"attribute6\", \"attribute9\",\n SUM(CAST(\"attribute8\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute8\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute8\" AS REAL))) OVER (PARTITION BY \"attribute6\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute6\", \"attribute9\"\nORDER BY share_within_group DESC;","notes":"Used the requested Within-Group Share of Total template with group_col=\"attribute6\", item_col=\"attribute9\", and measure_col=\"attribute8\". The measure is cast from TEXT to REAL so SQLite sums it numerically."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a318904a60bf8b92/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..904461a97c0319c681fdbea238d255be8d2cb56b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6816, "bytes_utf8": 6816, "lines": 216, "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": 6816, "bytes_utf8": 6816, "lines": 216, "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": 500, "bytes_utf8": 500, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14063, "cached_input_tokens": 12672, "output_tokens": 1158, "reasoning_output_tokens": 1026}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1050e876c89797e2a9f42586bcd5633cda884d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_a33e3be3b878b26c", + "api_calls": 0, + "input_tokens": 14063, + "cached_input_tokens": 12672, + "output_tokens": 1158, + "total_tokens": 15221, + "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": 24864.5, + "sql_execution_elapsed_ms_total": 14.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7b995a84db8eb379c4ed80b1e7559543288b05b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:54.430349+00:00", + "ended_at": "2026-05-19T15:54:57.774211+00:00", + "elapsed_ms": 3343.83, + "returncode": 1, + "prompt_metrics": { + "chars": 6816, + "bytes_utf8": 6816, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d131d5c1443a860753c6f0bf87cce4c2bae79ff9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/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": "2026-05-19T15:54:58.777268+00:00", + "ended_at": "2026-05-19T15:55:20.298041+00:00", + "elapsed_ms": 21520.67, + "prompt_metrics": { + "chars": 6816, + "bytes_utf8": 6816, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 866, + "bytes_utf8": 866, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 500, + "bytes_utf8": 500, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14063, + "cached_input_tokens": 12672, + "output_tokens": 1158, + "reasoning_output_tokens": 1026 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..672df9c67e40ae3ea755ffd6aeee221c87a8b8f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=time, measure_col=time.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "time", + "measure_col": "time", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..672df9c67e40ae3ea755ffd6aeee221c87a8b8f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=time, measure_col=time.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "time", + "measure_col": "time", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..45e326fda9d0595357e8e2be92a3b350b1dc4dcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-7f63-7551-b355-46b0289544d4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfceacbce4202e9747a3ec32f830658ff5f72662 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-7f63-7551-b355-46b0289544d4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ac90b0f24fd70f57da0e2ad0c0a712a10daa40a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-9065-7c23-8dc5-4cfa2157219b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"time\\\",\\n MAX(CAST(\\\"time\\\" AS REAL)) AS \\\"percentile_measure\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"time\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are \\\"time\\\", every row within a group has the same measure value, so the 0.9 percentile for each group is exactly that group's numeric time value; MAX(CAST(\\\"time\\\" AS REAL)) is therefore equivalent here.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14063,"cached_input_tokens":12672,"output_tokens":1158,"reasoning_output_tokens":1026}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f246e01945159d7edb1afd937c45a604c90af85e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT\n \"time\",\n MAX(CAST(\"time\" AS REAL)) AS \"percentile_measure\"\nFROM \"n17\"\nGROUP BY \"time\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are \"time\", every row within a group has the same measure value, so the 0.9 percentile for each group is exactly that group's numeric time value; MAX(CAST(\"time\" AS REAL)) is therefore equivalent here."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a33e3be3b878b26c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14d6471e7d7c1087fa3f653316b394dd6a0e6292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6954, "bytes_utf8": 6954, "lines": 220, "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": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14119, "cached_input_tokens": 12032, "output_tokens": 419, "reasoning_output_tokens": 307}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..55eaed024639bf46c7c68d8d2cd01431d6a133c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_a67aa18a64f07b07", + "api_calls": 0, + "input_tokens": 14119, + "cached_input_tokens": 12032, + "output_tokens": 419, + "total_tokens": 14538, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14728.21, + "sql_execution_elapsed_ms_total": 13.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7b99683e1d095901fee6a81d7a1f3b5706ef2785 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/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": "2026-05-19T15:40:37.466755+00:00", + "ended_at": "2026-05-19T15:40:52.195039+00:00", + "elapsed_ms": 14728.21, + "prompt_metrics": { + "chars": 6954, + "bytes_utf8": 6954, + "lines": 220, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1097, + "bytes_utf8": 1097, + "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": 390, + "bytes_utf8": 390, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14119, + "cached_input_tokens": 12032, + "output_tokens": 419, + "reasoning_output_tokens": 307 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e795198e370bd7a14df2eb602936e2e9f92b2d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,220 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=time, group_col_2=attribute6.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "time", + "group_col_2": "attribute6", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "1", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..265a3e4580b9b470ea464978083ffd606437f4ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e5-6be4-7453-83fb-1a698d1d02be"} +{"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 1987552, Requested 14754. Please try again in 69ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"time\\\", \\\"attribute6\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nWHERE \\\"class\\\" = '1'\\nGROUP BY \\\"time\\\", \\\"attribute6\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned Filtered Two-Dimensional Group Count template with \\\"time\\\" and \\\"attribute6\\\" as grouping columns, filtered to rows where \\\"class\\\" equals '1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14119,"cached_input_tokens":12032,"output_tokens":419,"reasoning_output_tokens":307}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..694da3bc3d0c41fdd87a1e3568ff263ebc8a43ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"time\", \"attribute6\", COUNT(*) AS \"row_count\"\nFROM \"n17\"\nWHERE \"class\" = '1'\nGROUP BY \"time\", \"attribute6\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned Filtered Two-Dimensional Group Count template with \"time\" and \"attribute6\" as grouping columns, filtered to rows where \"class\" equals '1'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a67aa18a64f07b07/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..05ed8180691dc257bd541ccecb0caa690267c9a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:58:17.881110+00:00", + "ended_at": "2026-05-19T15:58:25.738379+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_a9ff7ec77693537b", + "problem_id": "v2p_n17_3e360dee421901c5", + "dataset_id": "n17", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=time, condition_col=class.", + "bindings": { + "group_col": "time", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "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": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37f4e92579e37db6fdb98727ebc58a9faf536bc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:58:21.277428+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3394.37, "started_at": "2026-05-19T15:58:17.882227+00:00", "ended_at": "2026-05-19T15:58:21.276627+00:00", "prompt_metrics": {"chars": 6888, "bytes_utf8": 6888, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f5-9a35-7240-aa78-eee7f0ff5cf2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:58:25.738288+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3458.66, "started_at": "2026-05-19T15:58:22.278806+00:00", "ended_at": "2026-05-19T15:58:25.737507+00:00", "prompt_metrics": {"chars": 6888, "bytes_utf8": 6888, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f5-ab3f-7ba2-9cec-c94c41350b99\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ec2c40f840c2109c69dad42ed47397a574efaac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7073, "bytes_utf8": 7073, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 616, "bytes_utf8": 616, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14150, "cached_input_tokens": 12672, "output_tokens": 690, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5864587b8efb1c2df6f390cccfeed20513c70f72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_aa13e88432df4877", + "api_calls": 0, + "input_tokens": 14150, + "cached_input_tokens": 12672, + "output_tokens": 690, + "total_tokens": 14840, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17010.31, + "sql_execution_elapsed_ms_total": 13.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ac293a369adac2dde19570581450f0f348bd5b8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/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": "2026-05-19T15:33:23.762887+00:00", + "ended_at": "2026-05-19T15:33:40.773229+00:00", + "elapsed_ms": 17010.31, + "prompt_metrics": { + "chars": 7073, + "bytes_utf8": 7073, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 999, + "bytes_utf8": 999, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 616, + "bytes_utf8": 616, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14150, + "cached_input_tokens": 12672, + "output_tokens": 690, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20adb5a53afedafa20513ac436f779274ab0cb91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute5, measure_col=attribute7.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute7", + "item_col": "attribute8", + "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": 42.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..865987d67998d3bba8e25b7eda9ef483727b0699 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-cdb9-7fe3-bf61-ebe017ba815f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"attribute5\\\",\\n \\\"attribute8\\\",\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute7\\\" AS REAL))) OVER (PARTITION BY \\\"attribute5\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\", \\\"attribute8\\\"\\nORDER BY share_within_group DESC\\nLIMIT 14;\",\"notes\":\"Applies the Within-Group Share of Total template with group_col=\\\"attribute5\\\", item_col=\\\"attribute8\\\", and measure_col=\\\"attribute7\\\". CAST is used because the schema stores these fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14150,"cached_input_tokens":12672,"output_tokens":690,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d010814b58ffcd1a324a627118cc2f66c822f96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"attribute5\",\n \"attribute8\",\n SUM(CAST(\"attribute7\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute7\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute7\" AS REAL))) OVER (PARTITION BY \"attribute5\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute5\", \"attribute8\"\nORDER BY share_within_group DESC\nLIMIT 14;","notes":"Applies the Within-Group Share of Total template with group_col=\"attribute5\", item_col=\"attribute8\", and measure_col=\"attribute7\". CAST is used 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_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aa13e88432df4877/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8bec2033c6efa790be69ee48cfb27cef59e0820a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:31.273641+00:00", + "ended_at": "2026-05-19T16:01:34.468939+00:00", + "elapsed_ms": 3195.27, + "returncode": 1, + "prompt_metrics": { + "chars": 6646, + "bytes_utf8": 6646, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a6b7ef0472d6e4fa7bffe617c51833d407c1137d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:35.471478+00:00", + "ended_at": "2026-05-19T16:01:38.759673+00:00", + "elapsed_ms": 3288.15, + "returncode": 1, + "prompt_metrics": { + "chars": 6646, + "bytes_utf8": 6646, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c9ee4c5da25884870e6994d12992d6cabbe4077 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=attribute2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute2", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c9ee4c5da25884870e6994d12992d6cabbe4077 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=attribute2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute2", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de6f170c6dcf14714b7b3c90cc021c12ae09eb41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-8d9a-73b1-afd6-2d54e345d835"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bc9b7dd137e7161c0cf4a062c9e178c2661aaa9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-8d9a-73b1-afd6-2d54e345d835"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64f551c9939f3154b88575a4dff8a76b5cb5a674 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-9e17-7b92-9848-0fc692928436"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..85b42d70d99541c7b46058410033e99042d4cc1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-9e17-7b92-9848-0fc692928436"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adc0482f1a2d1a2f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2d621288b728cbd4b38857d13cd8af5c5643c9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6662, "bytes_utf8": 6662, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 255, "reasoning_output_tokens": 157}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0bf3b11f174204e95fb5040e45acfaaca0287cfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_add95b34af1c9933", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 255, + "total_tokens": 14286, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10008.47, + "sql_execution_elapsed_ms_total": 8.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9be453226282105aa6b3b7a299464f08f4567f8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/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": "2026-05-19T15:29:33.189949+00:00", + "ended_at": "2026-05-19T15:29:43.198454+00:00", + "elapsed_ms": 10008.47, + "prompt_metrics": { + "chars": 6662, + "bytes_utf8": 6662, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 720, + "bytes_utf8": 720, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 370, + "bytes_utf8": 370, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 255, + "reasoning_output_tokens": 157 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dc97543896a1453cf033832f36a8ee3db0315d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=attribute4, measure_col=attribute4.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "attribute4", + "measure_col": "attribute4", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3998e1793eb23ec456631d862032f8b89d7b133d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-490f-7d43-97fd-11ffadeafeb2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute4\\\", SUM(CAST(\\\"attribute4\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required grouped-sum template with group_col and measure_col both bound to \\\"attribute4\\\". CAST to NUMERIC is included because the schema stores fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14031,"cached_input_tokens":12032,"output_tokens":255,"reasoning_output_tokens":157}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0f2f831306d99554d398df81e29ed7fafaf1551 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"attribute4\", SUM(CAST(\"attribute4\" AS NUMERIC)) AS total_measure\nFROM \"n17\"\nGROUP BY \"attribute4\"\nORDER BY total_measure DESC;","notes":"Used the required grouped-sum template with group_col and measure_col both bound to \"attribute4\". CAST to NUMERIC is included because the schema stores fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5706eae2a0da6fdd94f286a9f29fcfa5bd578af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/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=attribute4, measure_col=attribute4. +Result preview: [{"attribute4": "1751", "total_measure": 1751}, {"attribute4": "8", "total_measure": 1512}, {"attribute4": "6", "total_measure": 1374}, {"attribute4": "5", "total_measure": 1270}, {"attribute4": "4", "total_measure": 1012}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..80cf3479de6fd0dc3eb04a31c10163962f3a77e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_add95b34af1c9933 +-- problem_id: v2p_n17_18cab3179c835972 +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute4", SUM(CAST("attribute4" AS NUMERIC)) AS total_measure +FROM "n17" +GROUP BY "attribute4" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a13b0db42ddb8a4d2c6b44a4c51e527000b723a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/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 \"attribute4\", SUM(CAST(\"attribute4\" AS NUMERIC)) AS total_measure\nFROM \"n17\"\nGROUP BY \"attribute4\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute4\\\", SUM(CAST(\\\"attribute4\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"attribute4\", \"total_measure\"], \"rows\": [{\"attribute4\": \"1751\", \"total_measure\": 1751}, {\"attribute4\": \"8\", \"total_measure\": 1512}, {\"attribute4\": \"6\", \"total_measure\": 1374}, {\"attribute4\": \"5\", \"total_measure\": 1270}, {\"attribute4\": \"4\", \"total_measure\": 1012}, {\"attribute4\": \"3\", \"total_measure\": 924}, {\"attribute4\": \"2\", \"total_measure\": 880}, {\"attribute4\": \"7\", \"total_measure\": 847}, {\"attribute4\": \"737\", \"total_measure\": 737}, {\"attribute4\": \"1\", \"total_measure\": 554}, {\"attribute4\": \"343\", \"total_measure\": 343}, {\"attribute4\": \"300\", \"total_measure\": 300}, {\"attribute4\": \"258\", \"total_measure\": 258}, {\"attribute4\": \"111\", \"total_measure\": 111}, {\"attribute4\": \"13\", \"total_measure\": 91}, {\"attribute4\": \"83\", \"total_measure\": 83}, {\"attribute4\": \"57\", \"total_measure\": 57}, {\"attribute4\": \"9\", \"total_measure\": 54}, {\"attribute4\": \"53\", \"total_measure\": 53}, {\"attribute4\": \"50\", \"total_measure\": 50}, {\"attribute4\": \"10\", \"total_measure\": 50}, {\"attribute4\": \"46\", \"total_measure\": 46}, {\"attribute4\": \"12\", \"total_measure\": 36}, {\"attribute4\": \"17\", \"total_measure\": 34}, {\"attribute4\": \"11\", \"total_measure\": 33}, {\"attribute4\": \"15\", \"total_measure\": 30}, {\"attribute4\": \"27\", \"total_measure\": 27}, {\"attribute4\": \"26\", \"total_measure\": 26}, {\"attribute4\": \"21\", \"total_measure\": 21}, {\"attribute4\": \"20\", \"total_measure\": 20}, {\"attribute4\": \"14\", \"total_measure\": 14}, {\"attribute4\": \"0\", \"total_measure\": 0}, {\"attribute4\": \"-16\", \"total_measure\": -16}, {\"attribute4\": \"-21\", \"total_measure\": -21}, {\"attribute4\": \"-11\", \"total_measure\": -22}, {\"attribute4\": \"-14\", \"total_measure\": -28}, {\"attribute4\": \"-29\", \"total_measure\": -29}, {\"attribute4\": \"-30\", \"total_measure\": -30}, {\"attribute4\": \"-15\", \"total_measure\": -30}, {\"attribute4\": \"-17\", \"total_measure\": -34}, {\"attribute4\": \"-9\", \"total_measure\": -36}, {\"attribute4\": \"-38\", \"total_measure\": -38}, {\"attribute4\": \"-13\", \"total_measure\": -39}, {\"attribute4\": \"-10\", \"total_measure\": -40}, {\"attribute4\": \"-22\", \"total_measure\": -44}, {\"attribute4\": \"-12\", \"total_measure\": -48}, {\"attribute4\": \"-59\", \"total_measure\": -59}, {\"attribute4\": \"-36\", \"total_measure\": -72}, {\"attribute4\": \"-18\", \"total_measure\": -72}, {\"attribute4\": \"-8\", \"total_measure\": -80}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.64}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..675f5d389709e11285a42833e3f220ade2594e9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:29:33.187834+00:00", + "ended_at": "2026-05-19T15:29:43.211028+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_add95b34af1c9933", + "problem_id": "v2p_n17_18cab3179c835972", + "dataset_id": "n17", + "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=attribute4, measure_col=attribute4.", + "bindings": { + "group_col": "attribute4", + "measure_col": "attribute4", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "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_d/n17/sql/v2q_n17_add95b34af1c9933.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_add95b34af1c9933", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 255, + "total_tokens": 14286, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10008.47, + "sql_execution_elapsed_ms_total": 8.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c13eb0ee7b5e7bc5d2a58dd8fbe978759f873d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:43.199602+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": 10008.47, "started_at": "2026-05-19T15:29:33.189949+00:00", "ended_at": "2026-05-19T15:29:43.198454+00:00", "prompt_metrics": {"chars": 6662, "bytes_utf8": 6662, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 255, "reasoning_output_tokens": 157}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute4\\\", SUM(CAST(\\\"attribute4\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required grouped-sum template with group_col and measure_col both bound to \\\"attribute4\\\". CAST to NUMERIC is included because the schema stores fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..973ec3b3b1efd9c30d8ce7d29981d0b8eb972864 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_add95b34af1c9933", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 255, + "total_tokens": 14286, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10008.47, + "sql_execution_elapsed_ms_total": 8.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_add95b34af1c9933/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adecb6d5bba24c14/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adecb6d5bba24c14/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..20e829bc09a21b493e7d756db94aebd51b4469d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adecb6d5bba24c14/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "37", "support": 3303, "support_share": 0.22779310344827586, "support_rank": 1}, {"value_label": "55", "support": 1442, "support_share": 0.09944827586206896, "support_rank": 2}, {"value_label": "56", "support": 1393, "support_share": 0.09606896551724138, "support_rank": 3}, {"value_label": "41", "support": 871, "support_share": 0.06006896551724138, "support_rank": 4}, {"value_label": "45", "support": 844, "support_share": 0.05820689655172414, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adecb6d5bba24c14/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adecb6d5bba24c14/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b200cf0f422924ead81d3264553f63282b8b4fd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adecb6d5bba24c14/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_adecb6d5bba24c14 +-- problem_id: v2p_n17_5907bce681e7726b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "time" AS value_label, COUNT(*) AS support + FROM "n17" + GROUP BY "time" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adecb6d5bba24c14/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adecb6d5bba24c14/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..236fbdbcf0a419cf4c84cda073691c19eb560373 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adecb6d5bba24c14/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_d\n-- sql_source_dataset_id: n17\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_n17_adecb6d5bba24c14\n-- problem_id: v2p_n17_5907bce681e7726b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"time\" AS value_label, COUNT(*) AS support\n FROM \"n17\"\n GROUP BY \"time\"\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_d\\n-- sql_source_dataset_id: n17\\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_n17_adecb6d5bba24c14\\n-- problem_id: v2p_n17_5907bce681e7726b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"time\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n17\\\"\\n GROUP BY \\\"time\\\"\\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\": \"37\", \"support\": 3303, \"support_share\": 0.22779310344827586, \"support_rank\": 1}, {\"value_label\": \"55\", \"support\": 1442, \"support_share\": 0.09944827586206896, \"support_rank\": 2}, {\"value_label\": \"56\", \"support\": 1393, \"support_share\": 0.09606896551724138, \"support_rank\": 3}, {\"value_label\": \"41\", \"support\": 871, \"support_share\": 0.06006896551724138, \"support_rank\": 4}, {\"value_label\": \"45\", \"support\": 844, \"support_share\": 0.05820689655172414, \"support_rank\": 5}, {\"value_label\": \"44\", \"support\": 636, \"support_share\": 0.04386206896551724, \"support_rank\": 6}, {\"value_label\": \"46\", \"support\": 599, \"support_share\": 0.04131034482758621, \"support_rank\": 7}, {\"value_label\": \"49\", \"support\": 590, \"support_share\": 0.04068965517241379, \"support_rank\": 8}, {\"value_label\": \"43\", \"support\": 586, \"support_share\": 0.040413793103448274, \"support_rank\": 9}, {\"value_label\": \"53\", \"support\": 436, \"support_share\": 0.030068965517241378, \"support_rank\": 10}, {\"value_label\": \"51\", \"support\": 432, \"support_share\": 0.029793103448275862, \"support_rank\": 11}, {\"value_label\": \"42\", \"support\": 342, \"support_share\": 0.023586206896551724, \"support_rank\": 12}, {\"value_label\": \"38\", \"support\": 319, \"support_share\": 0.022, \"support_rank\": 13}, {\"value_label\": \"48\", \"support\": 304, \"support_share\": 0.020965517241379312, \"support_rank\": 14}, {\"value_label\": \"47\", \"support\": 292, \"support_share\": 0.020137931034482758, \"support_rank\": 15}, {\"value_label\": \"39\", \"support\": 239, \"support_share\": 0.016482758620689656, \"support_rank\": 16}, {\"value_label\": \"50\", \"support\": 221, \"support_share\": 0.015241379310344827, \"support_rank\": 17}, {\"value_label\": \"52\", \"support\": 216, \"support_share\": 0.014896551724137931, \"support_rank\": 18}, {\"value_label\": \"40\", \"support\": 152, \"support_share\": 0.010482758620689656, \"support_rank\": 19}, {\"value_label\": \"54\", \"support\": 98, \"support_share\": 0.006758620689655172, \"support_rank\": 20}, {\"value_label\": \"57\", \"support\": 92, \"support_share\": 0.006344827586206896, \"support_rank\": 21}, {\"value_label\": \"81\", \"support\": 90, \"support_share\": 0.006206896551724138, \"support_rank\": 22}, {\"value_label\": \"58\", \"support\": 85, \"support_share\": 0.0058620689655172415, \"support_rank\": 23}, {\"value_label\": \"79\", \"support\": 84, \"support_share\": 0.005793103448275862, \"support_rank\": 24}, {\"value_label\": \"82\", \"support\": 78, \"support_share\": 0.005379310344827587, \"support_rank\": 25}, {\"value_label\": \"80\", \"support\": 75, \"support_share\": 0.005172413793103448, \"support_rank\": 26}, {\"value_label\": \"85\", \"support\": 70, \"support_share\": 0.004827586206896552, \"support_rank\": 27}, {\"value_label\": \"59\", \"support\": 56, \"support_share\": 0.0038620689655172414, \"support_rank\": 28}, {\"value_label\": \"84\", \"support\": 51, \"support_share\": 0.003517241379310345, \"support_rank\": 29}, {\"value_label\": \"83\", \"support\": 47, \"support_share\": 0.0032413793103448275, \"support_rank\": 30}, {\"value_label\": \"102\", \"support\": 45, \"support_share\": 0.003103448275862069, \"support_rank\": 31}, {\"value_label\": \"105\", \"support\": 44, \"support_share\": 0.0030344827586206895, \"support_rank\": 32}, {\"value_label\": \"104\", \"support\": 36, \"support_share\": 0.0024827586206896553, \"support_rank\": 33}, {\"value_label\": \"106\", \"support\": 28, \"support_share\": 0.0019310344827586207, \"support_rank\": 34}, {\"value_label\": \"76\", \"support\": 28, \"support_share\": 0.0019310344827586207, \"support_rank\": 35}, {\"value_label\": \"101\", \"support\": 23, \"support_share\": 0.001586206896551724, \"support_rank\": 36}, {\"value_label\": \"62\", \"support\": 23, \"support_share\": 0.001586206896551724, \"support_rank\": 37}, {\"value_label\": \"64\", \"support\": 23, \"support_share\": 0.001586206896551724, \"support_rank\": 38}, {\"value_label\": \"66\", \"support\": 22, \"support_share\": 0.0015172413793103448, \"support_rank\": 39}, {\"value_label\": \"78\", \"support\": 22, \"support_share\": 0.0015172413793103448, \"support_rank\": 40}, {\"value_label\": \"107\", \"support\": 19, \"support_share\": 0.001310344827586207, \"support_rank\": 41}, {\"value_label\": \"77\", \"support\": 15, \"support_share\": 0.0010344827586206897, \"support_rank\": 42}, {\"value_label\": \"36\", \"support\": 14, \"support_share\": 0.0009655172413793104, \"support_rank\": 43}, {\"value_label\": \"103\", \"support\": 11, \"support_share\": 0.0007586206896551724, \"support_rank\": 44}, {\"value_label\": \"63\", \"support\": 10, \"support_share\": 0.000689655172413793, \"support_rank\": 45}, {\"value_label\": \"71\", \"support\": 10, \"support_share\": 0.000689655172413793, \"support_rank\": 46}, {\"value_label\": \"86\", \"support\": 9, \"support_share\": 0.0006206896551724138, \"support_rank\": 47}, {\"value_label\": \"60\", \"support\": 8, \"support_share\": 0.0005517241379310345, \"support_rank\": 48}, {\"value_label\": \"67\", \"support\": 8, \"support_share\": 0.0005517241379310345, \"support_rank\": 49}, {\"value_label\": \"87\", \"support\": 8, \"support_share\": 0.0005517241379310345, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.21}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adecb6d5bba24c14/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adecb6d5bba24c14/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b4fc9bc3ae1c7a618045b05b706fba73aa1e2921 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adecb6d5bba24c14/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:06:55.789823+00:00", + "ended_at": "2026-05-19T16:06:55.795861+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_adecb6d5bba24c14", + "problem_id": "v2p_n17_5907bce681e7726b", + "dataset_id": "n17", + "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=time.", + "bindings": { + "group_col": "time" + }, + "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_d/n17/sql/v2q_n17_adecb6d5bba24c14.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_d/n17/artifacts/v2q_n17_adecb6d5bba24c14/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adecb6d5bba24c14/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_adecb6d5bba24c14/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_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..11b4db8c060a86143c07a27fecc7065943985a70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:26.052220+00:00", + "ended_at": "2026-05-19T16:00:28.850433+00:00", + "elapsed_ms": 2798.19, + "returncode": 1, + "prompt_metrics": { + "chars": 6592, + "bytes_utf8": 6592, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..86b52d60464c48e1b9dffd32d987acc708206c07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:29.852577+00:00", + "ended_at": "2026-05-19T16:00:32.746162+00:00", + "elapsed_ms": 2893.54, + "returncode": 1, + "prompt_metrics": { + "chars": 6592, + "bytes_utf8": 6592, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a35ca6baf17852e27b997c0f3931ba5861dd226b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute6.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "attribute6", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a35ca6baf17852e27b997c0f3931ba5861dd226b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute6.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "attribute6", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..834179ab10741e26bb28180c8ca812322aeb97e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-8ecd-78b3-8c5f-839d6f0e85f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..152a74a3cb7d5b6b670300ab25a28bbaab04a0ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-8ecd-78b3-8c5f-839d6f0e85f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28c441078aef5b917ed7756624a214ea8941b94f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-9dbd-7481-b9c8-c3cf3bb2297f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd5c2569159b2abe9b73e2b4b571bbabaae844df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-9dbd-7481-b9c8-c3cf3bb2297f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b31ce1ee0f1bd872/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b477f6e887f47dd1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b477f6e887f47dd1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1f4f5a8378a7146ce754ce153403dcb24987543 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b477f6e887f47dd1/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "40", "support": 1222, "support_share": 0.08427586206896552, "support_rank": 1}, {"value_label": "41", "support": 1009, "support_share": 0.06958620689655172, "support_rank": 2}, {"value_label": "42", "support": 856, "support_share": 0.059034482758620686, "support_rank": 3}, {"value_label": "39", "support": 812, "support_share": 0.056, "support_rank": 4}, {"value_label": "38", "support": 712, "support_share": 0.04910344827586207, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b477f6e887f47dd1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b477f6e887f47dd1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3763416aaa76875eaca28c03b073da1a9144fa48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b477f6e887f47dd1/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_b477f6e887f47dd1 +-- problem_id: v2p_n17_99b3cfa0267ca257 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "attribute7" AS value_label, COUNT(*) AS support + FROM "n17" + GROUP BY "attribute7" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b477f6e887f47dd1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b477f6e887f47dd1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..825d6665374473fc223fad6f4d0c49db87c2f571 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b477f6e887f47dd1/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_d\n-- sql_source_dataset_id: n17\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_n17_b477f6e887f47dd1\n-- problem_id: v2p_n17_99b3cfa0267ca257\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"attribute7\" AS value_label, COUNT(*) AS support\n FROM \"n17\"\n GROUP BY \"attribute7\"\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_d\\n-- sql_source_dataset_id: n17\\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_n17_b477f6e887f47dd1\\n-- problem_id: v2p_n17_99b3cfa0267ca257\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"attribute7\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute7\\\"\\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\": \"40\", \"support\": 1222, \"support_share\": 0.08427586206896552, \"support_rank\": 1}, {\"value_label\": \"41\", \"support\": 1009, \"support_share\": 0.06958620689655172, \"support_rank\": 2}, {\"value_label\": \"42\", \"support\": 856, \"support_share\": 0.059034482758620686, \"support_rank\": 3}, {\"value_label\": \"39\", \"support\": 812, \"support_share\": 0.056, \"support_rank\": 4}, {\"value_label\": \"38\", \"support\": 712, \"support_share\": 0.04910344827586207, \"support_rank\": 5}, {\"value_label\": \"43\", \"support\": 660, \"support_share\": 0.04551724137931035, \"support_rank\": 6}, {\"value_label\": \"37\", \"support\": 650, \"support_share\": 0.04482758620689655, \"support_rank\": 7}, {\"value_label\": \"35\", \"support\": 507, \"support_share\": 0.03496551724137931, \"support_rank\": 8}, {\"value_label\": \"36\", \"support\": 493, \"support_share\": 0.034, \"support_rank\": 9}, {\"value_label\": \"33\", \"support\": 430, \"support_share\": 0.029655172413793104, \"support_rank\": 10}, {\"value_label\": \"34\", \"support\": 400, \"support_share\": 0.027586206896551724, \"support_rank\": 11}, {\"value_label\": \"32\", \"support\": 385, \"support_share\": 0.026551724137931033, \"support_rank\": 12}, {\"value_label\": \"4\", \"support\": 355, \"support_share\": 0.024482758620689656, \"support_rank\": 13}, {\"value_label\": \"45\", \"support\": 328, \"support_share\": 0.022620689655172412, \"support_rank\": 14}, {\"value_label\": \"22\", \"support\": 314, \"support_share\": 0.021655172413793104, \"support_rank\": 15}, {\"value_label\": \"31\", \"support\": 314, \"support_share\": 0.021655172413793104, \"support_rank\": 16}, {\"value_label\": \"44\", \"support\": 279, \"support_share\": 0.01924137931034483, \"support_rank\": 17}, {\"value_label\": \"30\", \"support\": 266, \"support_share\": 0.018344827586206897, \"support_rank\": 18}, {\"value_label\": \"25\", \"support\": 263, \"support_share\": 0.01813793103448276, \"support_rank\": 19}, {\"value_label\": \"46\", \"support\": 257, \"support_share\": 0.017724137931034483, \"support_rank\": 20}, {\"value_label\": \"28\", \"support\": 252, \"support_share\": 0.017379310344827585, \"support_rank\": 21}, {\"value_label\": \"23\", \"support\": 249, \"support_share\": 0.01717241379310345, \"support_rank\": 22}, {\"value_label\": \"21\", \"support\": 235, \"support_share\": 0.016206896551724137, \"support_rank\": 23}, {\"value_label\": \"29\", \"support\": 232, \"support_share\": 0.016, \"support_rank\": 24}, {\"value_label\": \"26\", \"support\": 229, \"support_share\": 0.015793103448275864, \"support_rank\": 25}, {\"value_label\": \"1\", \"support\": 191, \"support_share\": 0.013172413793103448, \"support_rank\": 26}, {\"value_label\": \"47\", \"support\": 178, \"support_share\": 0.012275862068965518, \"support_rank\": 27}, {\"value_label\": \"27\", \"support\": 174, \"support_share\": 0.012, \"support_rank\": 28}, {\"value_label\": \"3\", \"support\": 173, \"support_share\": 0.011931034482758621, \"support_rank\": 29}, {\"value_label\": \"69\", \"support\": 139, \"support_share\": 0.009586206896551723, \"support_rank\": 30}, {\"value_label\": \"24\", \"support\": 129, \"support_share\": 0.008896551724137931, \"support_rank\": 31}, {\"value_label\": \"67\", \"support\": 125, \"support_share\": 0.008620689655172414, \"support_rank\": 32}, {\"value_label\": \"58\", \"support\": 121, \"support_share\": 0.008344827586206896, \"support_rank\": 33}, {\"value_label\": \"48\", \"support\": 115, \"support_share\": 0.007931034482758621, \"support_rank\": 34}, {\"value_label\": \"68\", \"support\": 103, \"support_share\": 0.007103448275862069, \"support_rank\": 35}, {\"value_label\": \"57\", \"support\": 92, \"support_share\": 0.006344827586206896, \"support_rank\": 36}, {\"value_label\": \"59\", \"support\": 91, \"support_share\": 0.006275862068965517, \"support_rank\": 37}, {\"value_label\": \"66\", \"support\": 90, \"support_share\": 0.006206896551724138, \"support_rank\": 38}, {\"value_label\": \"53\", \"support\": 83, \"support_share\": 0.005724137931034483, \"support_rank\": 39}, {\"value_label\": \"60\", \"support\": 82, \"support_share\": 0.005655172413793103, \"support_rank\": 40}, {\"value_label\": \"56\", \"support\": 76, \"support_share\": 0.005241379310344828, \"support_rank\": 41}, {\"value_label\": \"52\", \"support\": 71, \"support_share\": 0.004896551724137931, \"support_rank\": 42}, {\"value_label\": \"55\", \"support\": 70, \"support_share\": 0.004827586206896552, \"support_rank\": 43}, {\"value_label\": \"49\", \"support\": 65, \"support_share\": 0.004482758620689655, \"support_rank\": 44}, {\"value_label\": \"61\", \"support\": 65, \"support_share\": 0.004482758620689655, \"support_rank\": 45}, {\"value_label\": \"5\", \"support\": 60, \"support_share\": 0.004137931034482759, \"support_rank\": 46}, {\"value_label\": \"54\", \"support\": 58, \"support_share\": 0.004, \"support_rank\": 47}, {\"value_label\": \"20\", \"support\": 57, \"support_share\": 0.00393103448275862, \"support_rank\": 48}, {\"value_label\": \"62\", \"support\": 52, \"support_share\": 0.003586206896551724, \"support_rank\": 49}, {\"value_label\": \"64\", \"support\": 51, \"support_share\": 0.003517241379310345, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.46}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b477f6e887f47dd1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b477f6e887f47dd1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de0225c5178b98b4a57dbf4baf054aba6e419a29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b477f6e887f47dd1/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:06:55.828505+00:00", + "ended_at": "2026-05-19T16:06:55.834760+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_b477f6e887f47dd1", + "problem_id": "v2p_n17_99b3cfa0267ca257", + "dataset_id": "n17", + "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=attribute7.", + "bindings": { + "group_col": "attribute7" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_b477f6e887f47dd1.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_d/n17/artifacts/v2q_n17_b477f6e887f47dd1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b477f6e887f47dd1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b477f6e887f47dd1/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_d/n17/artifacts/v2q_n17_b5378a06fb229d80/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ec25c1fb393bba04cad3df3768ab5282c8ee619 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=time, condition_col=class. +Result preview: [{"time": "53", "condition_ratio": 53.5}, {"time": "57", "condition_ratio": 29.333333333333332}, {"time": "54", "condition_ratio": 11.25}, {"time": "56", "condition_ratio": 0.42725409836065575}, {"time": "55", "condition_ratio": 0.24310344827586206}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1dc79a75e6489c67a6bb96ca5ec2ce24680ac458 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_b5378a06fb229d80 +-- problem_id: v2p_n17_ff927eb24962763e +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "time", + SUM(CASE WHEN "class" = '1' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "class" = '4' THEN 1 ELSE 0 END) AS denominator_count + FROM "n17" + GROUP BY "time" +) +SELECT + "time", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f58edb1e1bc0e90a15f4ec1a3498fe8d8827e32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT\n \"time\",\n SUM(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n17\"\n GROUP BY \"time\"\n)\nSELECT\n \"time\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT\\n \\\"time\\\",\\n SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n17\\\"\\n GROUP BY \\\"time\\\"\\n)\\nSELECT\\n \\\"time\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"time\", \"condition_ratio\"], \"rows\": [{\"time\": \"53\", \"condition_ratio\": 53.5}, {\"time\": \"57\", \"condition_ratio\": 29.333333333333332}, {\"time\": \"54\", \"condition_ratio\": 11.25}, {\"time\": \"56\", \"condition_ratio\": 0.42725409836065575}, {\"time\": \"55\", \"condition_ratio\": 0.24310344827586206}, {\"time\": \"101\", \"condition_ratio\": null}, {\"time\": \"102\", \"condition_ratio\": null}, {\"time\": \"103\", \"condition_ratio\": null}, {\"time\": \"104\", \"condition_ratio\": null}, {\"time\": \"105\", \"condition_ratio\": null}, {\"time\": \"106\", \"condition_ratio\": null}, {\"time\": \"107\", \"condition_ratio\": null}, {\"time\": \"108\", \"condition_ratio\": null}, {\"time\": \"114\", \"condition_ratio\": null}, {\"time\": \"116\", \"condition_ratio\": null}, {\"time\": \"121\", \"condition_ratio\": null}, {\"time\": \"123\", \"condition_ratio\": null}, {\"time\": \"27\", \"condition_ratio\": null}, {\"time\": \"36\", \"condition_ratio\": null}, {\"time\": \"37\", \"condition_ratio\": null}, {\"time\": \"38\", \"condition_ratio\": null}, {\"time\": \"39\", \"condition_ratio\": null}, {\"time\": \"40\", \"condition_ratio\": null}, {\"time\": \"41\", \"condition_ratio\": null}, {\"time\": \"42\", \"condition_ratio\": null}, {\"time\": \"43\", \"condition_ratio\": null}, {\"time\": \"44\", \"condition_ratio\": null}, {\"time\": \"45\", \"condition_ratio\": null}, {\"time\": \"46\", \"condition_ratio\": null}, {\"time\": \"47\", \"condition_ratio\": null}, {\"time\": \"48\", \"condition_ratio\": null}, {\"time\": \"49\", \"condition_ratio\": null}, {\"time\": \"50\", \"condition_ratio\": null}, {\"time\": \"51\", \"condition_ratio\": null}, {\"time\": \"52\", \"condition_ratio\": null}, {\"time\": \"58\", \"condition_ratio\": null}, {\"time\": \"59\", \"condition_ratio\": null}, {\"time\": \"60\", \"condition_ratio\": null}, {\"time\": \"61\", \"condition_ratio\": null}, {\"time\": \"62\", \"condition_ratio\": null}, {\"time\": \"63\", \"condition_ratio\": null}, {\"time\": \"64\", \"condition_ratio\": null}, {\"time\": \"65\", \"condition_ratio\": null}, {\"time\": \"66\", \"condition_ratio\": null}, {\"time\": \"67\", \"condition_ratio\": null}, {\"time\": \"68\", \"condition_ratio\": null}, {\"time\": \"70\", \"condition_ratio\": null}, {\"time\": \"71\", \"condition_ratio\": null}, {\"time\": \"72\", \"condition_ratio\": null}, {\"time\": \"73\", \"condition_ratio\": null}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.56}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..70ff08ce4e1353b6e0f72def7ac81aa198247099 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:39:33.703043+00:00", + "ended_at": "2026-05-19T15:39:44.440347+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_b5378a06fb229d80", + "problem_id": "v2p_n17_ff927eb24962763e", + "dataset_id": "n17", + "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=time, condition_col=class.", + "bindings": { + "group_col": "time", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=40" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_b5378a06fb229d80.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_b5378a06fb229d80", + "api_calls": 0, + "input_tokens": 14235, + "cached_input_tokens": 12672, + "output_tokens": 482, + "total_tokens": 14717, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10723.88, + "sql_execution_elapsed_ms_total": 8.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d956143bc7f32108c1aa1bf04958b494b8663bda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:44.430032+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": 10723.88, "started_at": "2026-05-19T15:39:33.705331+00:00", "ended_at": "2026-05-19T15:39:44.429255+00:00", "prompt_metrics": {"chars": 7445, "bytes_utf8": 7445, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 641, "bytes_utf8": 641, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14235, "cached_input_tokens": 12672, "output_tokens": 482, "reasoning_output_tokens": 295}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT\\n \\\"time\\\",\\n SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n17\\\"\\n GROUP BY \\\"time\\\"\\n)\\nSELECT\\n \\\"time\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes, for each \\\"time\\\" group, the ratio of rows with class '1' to rows with class '4'. Uses NULLIF to avoid division by zero when a group has no class '4' rows.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8d0107ff2c8494bcfe610580c01df0c744b96de1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_b5378a06fb229d80", + "api_calls": 0, + "input_tokens": 14235, + "cached_input_tokens": 12672, + "output_tokens": 482, + "total_tokens": 14717, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10723.88, + "sql_execution_elapsed_ms_total": 8.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..169bb977a16b675edb653ba75d56e82deeed4d6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:06:11.438371+00:00", + "ended_at": "2026-05-19T16:06:19.265492+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_b5b421c534f3841e", + "problem_id": "v2p_n17_b931cde9e80a0dd9", + "dataset_id": "n17", + "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=attribute9, measure_col=attribute4.", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute4", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92b07f536c5c544ca7231be5dba00daef8aba767 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:14.585967+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3144.8, "started_at": "2026-05-19T16:06:11.439495+00:00", "ended_at": "2026-05-19T16:06:14.584330+00:00", "prompt_metrics": {"chars": 6746, "bytes_utf8": 6746, "lines": 216, "estimated_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-d41b-7ab3-b13c-a596b757f7c6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:06:19.265407+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3677.15, "started_at": "2026-05-19T16:06:15.587454+00:00", "ended_at": "2026-05-19T16:06:19.264652+00:00", "prompt_metrics": {"chars": 6746, "bytes_utf8": 6746, "lines": 216, "estimated_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-e41f-7000-9bf8-6630bb04111e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..546223af083a12d8326e8bede4afbd4b2c2d078c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/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=attribute8, measure_col=time. +Result preview: [{"attribute8": "-14", "attribute2": "0", "total_measure": 79.0, "share_within_group": 100.0}, {"attribute8": "-191", "attribute2": "0", "total_measure": 45.0, "share_within_group": 100.0}, {"attribute8": "104", "attribute2": "0", "total_measure": 56.0, "share_within_group": 100.0}, {"attribute8": "106", "attribute2": "0", "total_measure": 275.0, "share_within_group": 100.0}, {"attribute8": "113", "attribute2": "0", "total_measure": 55.0, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f759a6ea2f959114c7bd470b8b48a568d5316a90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_b731ab8471a9b445 +-- problem_id: v2p_n17_fe7ef82a10546a4e +-- realization_mode: agent +-- source_kind: agent +SELECT + "attribute8", + "attribute2", + SUM(CAST("time" AS REAL)) AS total_measure, + SUM(CAST("time" AS REAL)) * 100.0 / SUM(SUM(CAST("time" AS REAL))) OVER (PARTITION BY "attribute8") AS share_within_group +FROM "n17" +GROUP BY "attribute8", "attribute2" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e5c871216b1cbd4e6570c59a700a82ba3b0b166 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/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 \"attribute8\",\n \"attribute2\",\n SUM(CAST(\"time\" AS REAL)) AS total_measure,\n SUM(CAST(\"time\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"time\" AS REAL))) OVER (PARTITION BY \"attribute8\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute8\", \"attribute2\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"attribute8\\\",\\n \\\"attribute2\\\",\\n SUM(CAST(\\\"time\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"time\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"time\\\" AS REAL))) OVER (PARTITION BY \\\"attribute8\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute8\\\", \\\"attribute2\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"attribute8\", \"attribute2\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"attribute8\": \"-14\", \"attribute2\": \"0\", \"total_measure\": 79.0, \"share_within_group\": 100.0}, {\"attribute8\": \"-191\", \"attribute2\": \"0\", \"total_measure\": 45.0, \"share_within_group\": 100.0}, {\"attribute8\": \"104\", \"attribute2\": \"0\", \"total_measure\": 56.0, \"share_within_group\": 100.0}, {\"attribute8\": \"106\", \"attribute2\": \"0\", \"total_measure\": 275.0, \"share_within_group\": 100.0}, {\"attribute8\": \"113\", \"attribute2\": \"0\", \"total_measure\": 55.0, \"share_within_group\": 100.0}, {\"attribute8\": \"115\", \"attribute2\": \"0\", \"total_measure\": 275.0, \"share_within_group\": 100.0}, {\"attribute8\": \"118\", \"attribute2\": \"0\", \"total_measure\": 440.0, \"share_within_group\": 100.0}, {\"attribute8\": \"131\", \"attribute2\": \"0\", \"total_measure\": 165.0, \"share_within_group\": 100.0}, {\"attribute8\": \"21\", \"attribute2\": \"0\", \"total_measure\": 111.0, \"share_within_group\": 100.0}, {\"attribute8\": \"4\", \"attribute2\": \"-1\", \"total_measure\": 37.0, \"share_within_group\": 100.0}, {\"attribute8\": \"93\", \"attribute2\": \"0\", \"total_measure\": 827.0, \"share_within_group\": 100.0}, {\"attribute8\": \"95\", \"attribute2\": \"0\", \"total_measure\": 1933.0, \"share_within_group\": 100.0}, {\"attribute8\": \"73\", \"attribute2\": \"0\", \"total_measure\": 2918.0, \"share_within_group\": 95.11082138200783}, {\"attribute8\": \"97\", \"attribute2\": \"0\", \"total_measure\": 2852.0, \"share_within_group\": 94.62508294625083}, {\"attribute8\": \"74\", \"attribute2\": \"0\", \"total_measure\": 2559.0, \"share_within_group\": 94.56762749445676}, {\"attribute8\": \"87\", \"attribute2\": \"0\", \"total_measure\": 2360.0, \"share_within_group\": 94.09888357256779}, {\"attribute8\": \"65\", \"attribute2\": \"0\", \"total_measure\": 2477.0, \"share_within_group\": 92.42537313432835}, {\"attribute8\": \"84\", \"attribute2\": \"0\", \"total_measure\": 2880.0, \"share_within_group\": 91.0527979766045}, {\"attribute8\": \"99\", \"attribute2\": \"0\", \"total_measure\": 2092.0, \"share_within_group\": 89.593147751606}, {\"attribute8\": \"78\", \"attribute2\": \"0\", \"total_measure\": 3608.0, \"share_within_group\": 89.15245861131703}, {\"attribute8\": \"89\", \"attribute2\": \"0\", \"total_measure\": 2461.0, \"share_within_group\": 88.01859799713877}, {\"attribute8\": \"80\", \"attribute2\": \"0\", \"total_measure\": 2479.0, \"share_within_group\": 87.56623101377605}, {\"attribute8\": \"70\", \"attribute2\": \"0\", \"total_measure\": 4043.0, \"share_within_group\": 85.98468736707784}, {\"attribute8\": \"82\", \"attribute2\": \"0\", \"total_measure\": 2831.0, \"share_within_group\": 85.97023990282418}, {\"attribute8\": \"68\", \"attribute2\": \"0\", \"total_measure\": 3301.0, \"share_within_group\": 85.71799532588938}, {\"attribute8\": \"108\", \"attribute2\": \"0\", \"total_measure\": 1447.0, \"share_within_group\": 85.67199526346951}, {\"attribute8\": \"75\", \"attribute2\": \"0\", \"total_measure\": 3713.0, \"share_within_group\": 83.58847366051329}, {\"attribute8\": \"76\", \"attribute2\": \"0\", \"total_measure\": 1402.0, \"share_within_group\": 83.50208457415128}, {\"attribute8\": \"103\", \"attribute2\": \"0\", \"total_measure\": 2063.0, \"share_within_group\": 82.06046141607001}, {\"attribute8\": \"61\", \"attribute2\": \"0\", \"total_measure\": 3294.0, \"share_within_group\": 81.0930576070901}, {\"attribute8\": \"102\", \"attribute2\": \"0\", \"total_measure\": 667.0, \"share_within_group\": 79.97601918465227}, {\"attribute8\": \"77\", \"attribute2\": \"0\", \"total_measure\": 3073.0, \"share_within_group\": 79.77673935617861}, {\"attribute8\": \"92\", \"attribute2\": \"0\", \"total_measure\": 4352.0, \"share_within_group\": 79.677773709264}, {\"attribute8\": \"71\", \"attribute2\": \"0\", \"total_measure\": 3183.0, \"share_within_group\": 79.45581627558661}, {\"attribute8\": \"114\", \"attribute2\": \"0\", \"total_measure\": 907.0, \"share_within_group\": 79.28321678321679}, {\"attribute8\": \"120\", \"attribute2\": \"0\", \"total_measure\": 558.0, \"share_within_group\": 79.26136363636364}, {\"attribute8\": \"83\", \"attribute2\": \"0\", \"total_measure\": 4755.0, \"share_within_group\": 79.22359213595468}, {\"attribute8\": \"94\", \"attribute2\": \"0\", \"total_measure\": 2343.0, \"share_within_group\": 78.59778597785977}, {\"attribute8\": \"110\", \"attribute2\": \"0\", \"total_measure\": 561.0, \"share_within_group\": 77.70083102493075}, {\"attribute8\": \"66\", \"attribute2\": \"0\", \"total_measure\": 4547.0, \"share_within_group\": 76.65205664194201}, {\"attribute8\": \"79\", \"attribute2\": \"0\", \"total_measure\": 3521.0, \"share_within_group\": 76.46036916395222}, {\"attribute8\": \"96\", \"attribute2\": \"0\", \"total_measure\": 1090.0, \"share_within_group\": 75.22429261559697}, {\"attribute8\": \"50\", \"attribute2\": \"0\", \"total_measure\": 8042.0, \"share_within_group\": 75.08870214752568}, {\"attribute8\": \"54\", \"attribute2\": \"0\", \"total_measure\": 6247.0, \"share_within_group\": 73.84160756501183}, {\"attribute8\": \"57\", \"attribute2\": \"0\", \"total_measure\": 6088.0, \"share_within_group\": 73.64219184710294}, {\"attribute8\": \"69\", \"attribute2\": \"0\", \"total_measure\": 3212.0, \"share_within_group\": 73.60219981668195}, {\"attribute8\": \"55\", \"attribute2\": \"0\", \"total_measure\": 6801.0, \"share_within_group\": 73.5481777873905}, {\"attribute8\": \"88\", \"attribute2\": \"0\", \"total_measure\": 4427.0, \"share_within_group\": 73.48937583001327}, {\"attribute8\": \"85\", \"attribute2\": \"0\", \"total_measure\": 2809.0, \"share_within_group\": 73.13199687581358}, {\"attribute8\": \"63\", \"attribute2\": \"0\", \"total_measure\": 3500.0, \"share_within_group\": 72.81048470979822}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 30.03}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f1c22a56e42995ad4af4b9123badc2f2edc906e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:35:03.496897+00:00", + "ended_at": "2026-05-19T15:35:18.129678+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_b731ab8471a9b445", + "problem_id": "v2p_n17_fe7ef82a10546a4e", + "dataset_id": "n17", + "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=attribute8, measure_col=time.", + "bindings": { + "group_col": "attribute8", + "measure_col": "time", + "item_col": "attribute2", + "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": 55.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_d/n17/sql/v2q_n17_b731ab8471a9b445.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_b731ab8471a9b445", + "api_calls": 0, + "input_tokens": 14146, + "cached_input_tokens": 12672, + "output_tokens": 666, + "total_tokens": 14812, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14596.44, + "sql_execution_elapsed_ms_total": 30.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..766f44ce8e699ea58bd9ee7d359324ec8d7143f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:18.096409+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": 14596.44, "started_at": "2026-05-19T15:35:03.498376+00:00", "ended_at": "2026-05-19T15:35:18.094860+00:00", "prompt_metrics": {"chars": 7056, "bytes_utf8": 7056, "lines": 218, "estimated_tokens": null}, "response_metrics": {"chars": 589, "bytes_utf8": 589, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14146, "cached_input_tokens": 12672, "output_tokens": 666, "reasoning_output_tokens": 498}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"attribute8\\\",\\n \\\"attribute2\\\",\\n SUM(CAST(\\\"time\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"time\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"time\\\" AS REAL))) OVER (PARTITION BY \\\"attribute8\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute8\\\", \\\"attribute2\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with bound roles: group_col=\\\"attribute8\\\", item_col=\\\"attribute2\\\", measure_col=\\\"time\\\". Cast \\\"time\\\" from TEXT to REAL so SQLite aggregates it numerically.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..38f2dcc0bc287d9dbe127b36d699d8fc7bff8984 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_b731ab8471a9b445", + "api_calls": 0, + "input_tokens": 14146, + "cached_input_tokens": 12672, + "output_tokens": 666, + "total_tokens": 14812, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14596.44, + "sql_execution_elapsed_ms_total": 30.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cecb6735ea9b5ab6e81868b96da9d85d3e31154f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6839, "bytes_utf8": 6839, "lines": 216, "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": 1699, "bytes_utf8": 1699, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14069, "cached_input_tokens": 12672, "output_tokens": 2231, "reasoning_output_tokens": 1723}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..28b6bd7305b4c9e6b620185baed7dfe491e40e06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_ba768687837689c3", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 2231, + "total_tokens": 16300, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35657.27, + "sql_execution_elapsed_ms_total": 47.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3e4b0efc1cb08a55c107d563feea4ac282047dce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/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": "2026-05-19T15:49:21.029130+00:00", + "ended_at": "2026-05-19T15:49:56.686429+00:00", + "elapsed_ms": 35657.27, + "prompt_metrics": { + "chars": 6839, + "bytes_utf8": 6839, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2289, + "bytes_utf8": 2289, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1699, + "bytes_utf8": 1699, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 2231, + "reasoning_output_tokens": 1723 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f17022a80c02483565f4c041b8d9e4a593121f83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=attribute5, measure_col=attribute4.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute4", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c70965a04c730c20c34b9359a08122f1fcf99fd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-6924-70b3-8ae7-76736714726e"} +{"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 \\\"attribute5\\\",\\n CAST(\\\"attribute4\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"attribute5\\\"\\n ORDER BY CAST(\\\"attribute4\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"attribute5\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute5\\\" IS NOT NULL\\n AND \\\"attribute4\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"attribute5\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n 1.0 + ((\\\"cnt\\\" - 1) * 0.95) AS \\\"pos\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"attribute5\\\",\\n MAX(CASE WHEN \\\"rn\\\" = CAST(\\\"pos\\\" AS INTEGER) THEN \\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN \\\"rn\\\" = CASE\\n WHEN \\\"pos\\\" = CAST(\\\"pos\\\" AS INTEGER) THEN CAST(\\\"pos\\\" AS INTEGER)\\n ELSE CAST(\\\"pos\\\" AS INTEGER) + 1\\n END THEN \\\"measure_value\\\" END) AS \\\"upper_value\\\",\\n MIN(\\\"pos\\\") AS \\\"pos\\\",\\n MIN(\\\"cnt\\\") AS \\\"cnt\\\"\\n FROM \\\"positions\\\"\\n GROUP BY \\\"attribute5\\\"\\n)\\nSELECT\\n \\\"attribute5\\\",\\n CASE\\n WHEN \\\"pos\\\" = CAST(\\\"pos\\\" AS INTEGER) THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + ((\\\"pos\\\" - CAST(\\\"pos\\\" AS INTEGER)) * (\\\"upper_value\\\" - \\\"lower_value\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC, CAST(\\\"attribute5\\\" AS REAL) ASC;\",\"notes\":\"Emulates PERCENTILE_CONT(0.95) in SQLite with window functions and linear interpolation, casting the TEXT measure column \\\"attribute4\\\" to REAL. Filters NULLs and keeps groups with at least 5 rows using the provided min_group_size binding.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14069,"cached_input_tokens":12672,"output_tokens":2231,"reasoning_output_tokens":1723}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d49a9e09dfe92ee11370482fd2f27e042838d3eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"attribute5\",\n CAST(\"attribute4\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"attribute5\"\n ORDER BY CAST(\"attribute4\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"attribute5\"\n ) AS \"cnt\"\n FROM \"n17\"\n WHERE \"attribute5\" IS NOT NULL\n AND \"attribute4\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT\n \"attribute5\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n 1.0 + ((\"cnt\" - 1) * 0.95) AS \"pos\"\n FROM \"ranked\"\n),\n\"percentiles\" AS (\n SELECT\n \"attribute5\",\n MAX(CASE WHEN \"rn\" = CAST(\"pos\" AS INTEGER) THEN \"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN \"rn\" = CASE\n WHEN \"pos\" = CAST(\"pos\" AS INTEGER) THEN CAST(\"pos\" AS INTEGER)\n ELSE CAST(\"pos\" AS INTEGER) + 1\n END THEN \"measure_value\" END) AS \"upper_value\",\n MIN(\"pos\") AS \"pos\",\n MIN(\"cnt\") AS \"cnt\"\n FROM \"positions\"\n GROUP BY \"attribute5\"\n)\nSELECT\n \"attribute5\",\n CASE\n WHEN \"pos\" = CAST(\"pos\" AS INTEGER) THEN \"lower_value\"\n ELSE \"lower_value\" + ((\"pos\" - CAST(\"pos\" AS INTEGER)) * (\"upper_value\" - \"lower_value\"))\n END AS \"percentile_measure\"\nFROM \"percentiles\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC, CAST(\"attribute5\" AS REAL) ASC;","notes":"Emulates PERCENTILE_CONT(0.95) in SQLite with window functions and linear interpolation, casting the TEXT measure column \"attribute4\" to REAL. Filters NULLs and keeps groups with at least 5 rows using the provided min_group_size binding."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..80f5c69d5a629f31c471b96cdac0b30d56f0b621 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=attribute5, measure_col=attribute4. +Result preview: [{"attribute5": "0", "percentile_measure": 8.0}, {"attribute5": "-42", "percentile_measure": 7.5}, {"attribute5": "-38", "percentile_measure": 6.799999999999997}, {"attribute5": "-46", "percentile_measure": 6.5}, {"attribute5": "-12", "percentile_measure": 6.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..79b14d426c22914d9321a8207501dc9e23472b6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/generated_sql.sql @@ -0,0 +1,59 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n17_ba768687837689c3 +-- problem_id: v2p_n17_6975d5edb4231cb1 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "attribute5", + CAST("attribute4" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "attribute5" + ORDER BY CAST("attribute4" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "attribute5" + ) AS "cnt" + FROM "n17" + WHERE "attribute5" IS NOT NULL + AND "attribute4" IS NOT NULL +), +"positions" AS ( + SELECT + "attribute5", + "measure_value", + "rn", + "cnt", + 1.0 + (("cnt" - 1) * 0.95) AS "pos" + FROM "ranked" +), +"percentiles" AS ( + SELECT + "attribute5", + MAX(CASE WHEN "rn" = CAST("pos" AS INTEGER) THEN "measure_value" END) AS "lower_value", + MAX(CASE WHEN "rn" = CASE + WHEN "pos" = CAST("pos" AS INTEGER) THEN CAST("pos" AS INTEGER) + ELSE CAST("pos" AS INTEGER) + 1 + END THEN "measure_value" END) AS "upper_value", + MIN("pos") AS "pos", + MIN("cnt") AS "cnt" + FROM "positions" + GROUP BY "attribute5" +) +SELECT + "attribute5", + CASE + WHEN "pos" = CAST("pos" AS INTEGER) THEN "lower_value" + ELSE "lower_value" + (("pos" - CAST("pos" AS INTEGER)) * ("upper_value" - "lower_value")) + END AS "percentile_measure" +FROM "percentiles" +WHERE "cnt" >= 5 +ORDER BY "percentile_measure" DESC, CAST("attribute5" AS REAL) ASC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7aafe14d018de80ede390dcf5f734e82c519d8b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba768687837689c3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:56.687728+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": 35657.27, "started_at": "2026-05-19T15:49:21.029130+00:00", "ended_at": "2026-05-19T15:49:56.686429+00:00", "prompt_metrics": {"chars": 6839, "bytes_utf8": 6839, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 1699, "bytes_utf8": 1699, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14069, "cached_input_tokens": 12672, "output_tokens": 2231, "reasoning_output_tokens": 1723}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"attribute5\\\",\\n CAST(\\\"attribute4\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"attribute5\\\"\\n ORDER BY CAST(\\\"attribute4\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"attribute5\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute5\\\" IS NOT NULL\\n AND \\\"attribute4\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"attribute5\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n 1.0 + ((\\\"cnt\\\" - 1) * 0.95) AS \\\"pos\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"attribute5\\\",\\n MAX(CASE WHEN \\\"rn\\\" = CAST(\\\"pos\\\" AS INTEGER) THEN \\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN \\\"rn\\\" = CASE\\n WHEN \\\"pos\\\" = CAST(\\\"pos\\\" AS INTEGER) THEN CAST(\\\"pos\\\" AS INTEGER)\\n ELSE CAST(\\\"pos\\\" AS INTEGER) + 1\\n END THEN \\\"measure_value\\\" END) AS \\\"upper_value\\\",\\n MIN(\\\"pos\\\")"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3528eb673029db74f37a5647ce3f972f1d16d50b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6962, "bytes_utf8": 6962, "lines": 220, "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": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14123, "cached_input_tokens": 12672, "output_tokens": 400, "reasoning_output_tokens": 271}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a44ede705bbff0c5022374de9c2da0a71324bc1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_bab26e054af0529c", + "api_calls": 0, + "input_tokens": 14123, + "cached_input_tokens": 12672, + "output_tokens": 400, + "total_tokens": 14523, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13170.5, + "sql_execution_elapsed_ms_total": 7.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..54dd06b161d6086358ddc375832faeff19d4ea3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:16.561555+00:00", + "ended_at": "2026-05-19T15:41:29.732088+00:00", + "elapsed_ms": 13170.5, + "prompt_metrics": { + "chars": 6962, + "bytes_utf8": 6962, + "lines": 220, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 839, + "bytes_utf8": 839, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 476, + "bytes_utf8": 476, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14123, + "cached_input_tokens": 12672, + "output_tokens": 400, + "reasoning_output_tokens": 271 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36377c63ebceb87cbc48edc2ff727bad66a0de4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,220 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=time, group_col_2=attribute9.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "time", + "group_col_2": "attribute9", + "predicate_col": "attribute3", + "predicate_op": ">=", + "predicate_value": 89.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72a2c0e846b5dd7d60a26266da95176fb2f935d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-04c0-7890-9bcd-75ec49707c3c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"time\\\", \\\"attribute9\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nWHERE CAST(\\\"attribute3\\\" AS REAL) >= 89.0\\nGROUP BY \\\"time\\\", \\\"attribute9\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=time, group_col_2=attribute9, and predicate attribute3 >= 89.0. CAST is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14123,"cached_input_tokens":12672,"output_tokens":400,"reasoning_output_tokens":271}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55f7fbd465782ed3e0f01c8efb63b3a3984c9b5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"time\", \"attribute9\", COUNT(*) AS \"row_count\"\nFROM \"n17\"\nWHERE CAST(\"attribute3\" AS REAL) >= 89.0\nGROUP BY \"time\", \"attribute9\"\nORDER BY \"row_count\" DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=time, group_col_2=attribute9, and predicate attribute3 >= 89.0. CAST is applied because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bab26e054af0529c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2c4389ae88264828fbd4386c6a7a59f68c3793c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:00:04.167242+00:00", + "ended_at": "2026-05-19T16:00:12.522266+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_bcbe57b16b85b1f8", + "problem_id": "v2p_n17_307a2970445f13b4", + "dataset_id": "n17", + "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=attribute4.", + "bindings": { + "measure_col": "attribute4", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "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_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc47e76bbfa0263dddfdeb1ac416b5077f0adc20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:00:08.400084+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4230.92, "started_at": "2026-05-19T16:00:04.168369+00:00", "ended_at": "2026-05-19T16:00:08.399319+00:00", "prompt_metrics": {"chars": 6592, "bytes_utf8": 6592, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f7-394f-7122-94be-1e83f3d530df\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:00:12.522181+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3119.91, "started_at": "2026-05-19T16:00:09.401513+00:00", "ended_at": "2026-05-19T16:00:12.521476+00:00", "prompt_metrics": {"chars": 6592, "bytes_utf8": 6592, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f7-4dac-7100-8d63-cc831a8b0886\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9485d60cb3331db0fc96e3a9602c78f6e2b78bef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/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=attribute3. +Result preview: [{"attribute3": 118}, {"attribute3": 113}, {"attribute3": 113}, {"attribute3": 113}, {"attribute3": 113}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..76a77e1a8506ad769846e45fc4bc97d5b529b743 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_bd5836417a5d1106 +-- problem_id: v2p_n17_3ea608025785038c +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST("attribute3" AS INTEGER) AS "attribute3", + NTILE(10) OVER (ORDER BY CAST("attribute3" AS INTEGER) DESC) AS "tail_bucket" + FROM "n17" +) +SELECT "attribute3" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "attribute3" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbcd71205df2db9038f3804c0551f1ebad69f172 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/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(\"attribute3\" AS INTEGER) AS \"attribute3\",\n NTILE(10) OVER (ORDER BY CAST(\"attribute3\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"n17\"\n)\nSELECT \"attribute3\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"attribute3\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"attribute3\\\" AS INTEGER) AS \\\"attribute3\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"attribute3\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"attribute3\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"attribute3\\\" DESC;\", \"columns\": [\"attribute3\"], \"rows\": [{\"attribute3\": 118}, {\"attribute3\": 113}, {\"attribute3\": 113}, {\"attribute3\": 113}, {\"attribute3\": 113}, {\"attribute3\": 113}, {\"attribute3\": 113}, {\"attribute3\": 113}, {\"attribute3\": 113}, {\"attribute3\": 113}, {\"attribute3\": 113}, {\"attribute3\": 113}, {\"attribute3\": 113}, {\"attribute3\": 113}, {\"attribute3\": 113}, {\"attribute3\": 113}, {\"attribute3\": 113}, {\"attribute3\": 112}, {\"attribute3\": 112}, {\"attribute3\": 112}, {\"attribute3\": 112}, {\"attribute3\": 112}, {\"attribute3\": 112}, {\"attribute3\": 112}, {\"attribute3\": 112}, {\"attribute3\": 112}, {\"attribute3\": 112}, {\"attribute3\": 112}, {\"attribute3\": 112}, {\"attribute3\": 112}, {\"attribute3\": 112}, {\"attribute3\": 112}, {\"attribute3\": 112}, {\"attribute3\": 112}, {\"attribute3\": 111}, {\"attribute3\": 111}, {\"attribute3\": 111}, {\"attribute3\": 111}, {\"attribute3\": 111}, {\"attribute3\": 111}, {\"attribute3\": 111}, {\"attribute3\": 111}, {\"attribute3\": 111}, {\"attribute3\": 111}, {\"attribute3\": 111}, {\"attribute3\": 111}, {\"attribute3\": 111}, {\"attribute3\": 111}, {\"attribute3\": 111}, {\"attribute3\": 111}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 25.33}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..97e6efa8b39f6162f140f822058617901f355f47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:43:43.651556+00:00", + "ended_at": "2026-05-19T15:44:00.003401+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_bd5836417a5d1106", + "problem_id": "v2p_n17_3ea608025785038c", + "dataset_id": "n17", + "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=attribute3.", + "bindings": { + "measure_col": "attribute3", + "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": 89.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=65" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_bd5836417a5d1106.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_bd5836417a5d1106", + "api_calls": 0, + "input_tokens": 14084, + "cached_input_tokens": 12672, + "output_tokens": 663, + "total_tokens": 14747, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16322.67, + "sql_execution_elapsed_ms_total": 25.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eba30560ce9c17a2a7c6a8e4388f71edbb5393fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:43:59.976401+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": 16322.67, "started_at": "2026-05-19T15:43:43.652947+00:00", "ended_at": "2026-05-19T15:43:59.975642+00:00", "prompt_metrics": {"chars": 6827, "bytes_utf8": 6827, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 554, "bytes_utf8": 554, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14084, "cached_input_tokens": 12672, "output_tokens": 663, "reasoning_output_tokens": 508}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"attribute3\\\" AS INTEGER) AS \\\"attribute3\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"attribute3\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"attribute3\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"attribute3\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"attribute3\\\" and num_tiles=10. CAST is used because the source column is stored as TEXT in SQLite but represents numeric values.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..94c5abac691375c1789699699490e1538202885b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_bd5836417a5d1106", + "api_calls": 0, + "input_tokens": 14084, + "cached_input_tokens": 12672, + "output_tokens": 663, + "total_tokens": 14747, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16322.67, + "sql_execution_elapsed_ms_total": 25.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f392b7495fed73db9f036f6ba2b060d4ad32eeab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6646, "bytes_utf8": 6646, "lines": 214, "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": 331, "bytes_utf8": 331, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14042, "cached_input_tokens": 12032, "output_tokens": 255, "reasoning_output_tokens": 158}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..569634f117d0202ed4e5f6e4a28b0fcc66bae468 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_be9a57648c3ad2ed", + "api_calls": 0, + "input_tokens": 14042, + "cached_input_tokens": 12032, + "output_tokens": 255, + "total_tokens": 14297, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8077.66, + "sql_execution_elapsed_ms_total": 6.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57d13e8fd2497799e51f4bedc9de9fb827abcf76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/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": "2026-05-19T16:03:30.355523+00:00", + "ended_at": "2026-05-19T16:03:38.433207+00:00", + "elapsed_ms": 8077.66, + "prompt_metrics": { + "chars": 6646, + "bytes_utf8": 6646, + "lines": 214, + "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": 331, + "bytes_utf8": 331, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14042, + "cached_input_tokens": 12032, + "output_tokens": 255, + "reasoning_output_tokens": 158 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..975b2eb117c13995a10b1988c24f09e66036472e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=attribute7.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute7", + "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": 55.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f39431810d7f09d731fcc3f5e9d8fd11098124b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-5ee2-7453-9ff4-eef40ef26d08"} +{"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 \\\"attribute7\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute7\\\"\\nORDER BY \\\"support\\\" ASC, \\\"attribute7\\\"\\nLIMIT 11;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"attribute7\\\" and top_k set to 11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14042,"cached_input_tokens":12032,"output_tokens":255,"reasoning_output_tokens":158}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3798a546a1722e83cb662154109c39ec8802c7c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute7\",\n COUNT(*) AS \"support\"\nFROM \"n17\"\nGROUP BY \"attribute7\"\nORDER BY \"support\" ASC, \"attribute7\"\nLIMIT 11;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"attribute7\" and top_k set to 11."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8626bbe39858e3966b87aa9d3cae4305dcbf9cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=attribute7. +Result preview: [{"attribute7": "-10", "support": 1}, {"attribute7": "-15", "support": 1}, {"attribute7": "-8", "support": 1}, {"attribute7": "13", "support": 1}, {"attribute7": "14", "support": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..76101e54e151dcf60a80ec5271bfe7237e86e971 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n17_be9a57648c3ad2ed +-- problem_id: v2p_n17_5dc379340b904418 +-- realization_mode: agent +-- source_kind: agent +SELECT + "attribute7", + COUNT(*) AS "support" +FROM "n17" +GROUP BY "attribute7" +ORDER BY "support" ASC, "attribute7" +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4acdd28fcb5be949cf225c31ae1afde03e001a47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute7\",\n COUNT(*) AS \"support\"\nFROM \"n17\"\nGROUP BY \"attribute7\"\nORDER BY \"support\" ASC, \"attribute7\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"attribute7\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute7\\\"\\nORDER BY \\\"support\\\" ASC, \\\"attribute7\\\"\\nLIMIT 11;\", \"columns\": [\"attribute7\", \"support\"], \"rows\": [{\"attribute7\": \"-10\", \"support\": 1}, {\"attribute7\": \"-15\", \"support\": 1}, {\"attribute7\": \"-8\", \"support\": 1}, {\"attribute7\": \"13\", \"support\": 1}, {\"attribute7\": \"14\", \"support\": 1}, {\"attribute7\": \"15\", \"support\": 1}, {\"attribute7\": \"17\", \"support\": 2}, {\"attribute7\": \"9\", \"support\": 2}, {\"attribute7\": \"-18\", \"support\": 3}, {\"attribute7\": \"73\", \"support\": 3}, {\"attribute7\": \"16\", \"support\": 7}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.17}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b9c02fb951f830234bb4c25e88a67cc6901ad6fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:03:30.354593+00:00", + "ended_at": "2026-05-19T16:03:38.441571+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_be9a57648c3ad2ed", + "problem_id": "v2p_n17_5dc379340b904418", + "dataset_id": "n17", + "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=attribute7.", + "bindings": { + "group_col": "attribute7", + "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": 55.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_be9a57648c3ad2ed.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_be9a57648c3ad2ed", + "api_calls": 0, + "input_tokens": 14042, + "cached_input_tokens": 12032, + "output_tokens": 255, + "total_tokens": 14297, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8077.66, + "sql_execution_elapsed_ms_total": 6.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7e99d894d5d8564c9de76c4f54257a10c2f6d20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:03:38.433964+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": 8077.66, "started_at": "2026-05-19T16:03:30.355523+00:00", "ended_at": "2026-05-19T16:03:38.433207+00:00", "prompt_metrics": {"chars": 6646, "bytes_utf8": 6646, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 331, "bytes_utf8": 331, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14042, "cached_input_tokens": 12032, "output_tokens": 255, "reasoning_output_tokens": 158}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"attribute7\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute7\\\"\\nORDER BY \\\"support\\\" ASC, \\\"attribute7\\\"\\nLIMIT 11;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"attribute7\\\" and top_k set to 11.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4d1260fa8f833438f7058cacb77b805156d1509a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_be9a57648c3ad2ed", + "api_calls": 0, + "input_tokens": 14042, + "cached_input_tokens": 12032, + "output_tokens": 255, + "total_tokens": 14297, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8077.66, + "sql_execution_elapsed_ms_total": 6.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_be9a57648c3ad2ed/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..483f1f5658ba4e8be608abe86002accc89075c99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6662, "bytes_utf8": 6662, "lines": 216, "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": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 616, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0753f0e9d50fa9a86de1cdfb6338f316032528cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_c17513dd6fe7352b", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 616, + "total_tokens": 14647, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13463.61, + "sql_execution_elapsed_ms_total": 11.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a2ff33d714ddd7837c70d49486f0334f6ab7b22d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:52.514366+00:00", + "ended_at": "2026-05-19T15:29:05.978044+00:00", + "elapsed_ms": 13463.61, + "prompt_metrics": { + "chars": 6662, + "bytes_utf8": 6662, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 744, + "bytes_utf8": 744, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 390, + "bytes_utf8": 390, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 616, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1908ea32343678cd24e32ccee8bed4857c55b7a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=attribute2, measure_col=attribute2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "attribute2", + "measure_col": "attribute2", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..573fccd2f5569b0d69931b3a0fa376806c9ed206 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-aa39-7e11-b0b4-7da6778ed3ed"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute2\\\", SUM(CAST(\\\"attribute2\\\" AS REAL)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute2\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col=\\\"attribute2\\\" and measure_col=\\\"attribute2\\\". CAST is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14031,"cached_input_tokens":12032,"output_tokens":616,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c710ff9b11183fcf93a5b4ab5350314d6bdf8d58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"attribute2\", SUM(CAST(\"attribute2\" AS REAL)) AS total_measure\nFROM \"n17\"\nGROUP BY \"attribute2\"\nORDER BY total_measure DESC;","notes":"Used the required Grouped Numeric Sum template with group_col=\"attribute2\" and measure_col=\"attribute2\". CAST is applied because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..897623a039c3c9632a07b0f1a067261048cd7154 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/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=attribute2, measure_col=attribute2. +Result preview: [{"attribute2": "4501", "total_measure": 4501.0}, {"attribute2": "4400", "total_measure": 4400.0}, {"attribute2": "3049", "total_measure": 3049.0}, {"attribute2": "2561", "total_measure": 2561.0}, {"attribute2": "5", "total_measure": 2100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..096ebea438eb91ac18291d695793d903ad5b1ff7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_c17513dd6fe7352b +-- problem_id: v2p_n17_0182837ad1a8fd6c +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute2", SUM(CAST("attribute2" AS REAL)) AS total_measure +FROM "n17" +GROUP BY "attribute2" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24170e4eb252a479b645aedaf756016d097e12de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/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 \"attribute2\", SUM(CAST(\"attribute2\" AS REAL)) AS total_measure\nFROM \"n17\"\nGROUP BY \"attribute2\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute2\\\", SUM(CAST(\\\"attribute2\\\" AS REAL)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute2\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"attribute2\", \"total_measure\"], \"rows\": [{\"attribute2\": \"4501\", \"total_measure\": 4501.0}, {\"attribute2\": \"4400\", \"total_measure\": 4400.0}, {\"attribute2\": \"3049\", \"total_measure\": 3049.0}, {\"attribute2\": \"2561\", \"total_measure\": 2561.0}, {\"attribute2\": \"5\", \"total_measure\": 2100.0}, {\"attribute2\": \"1963\", \"total_measure\": 1963.0}, {\"attribute2\": \"4\", \"total_measure\": 1792.0}, {\"attribute2\": \"1532\", \"total_measure\": 1532.0}, {\"attribute2\": \"3\", \"total_measure\": 1464.0}, {\"attribute2\": \"2\", \"total_measure\": 1028.0}, {\"attribute2\": \"962\", \"total_measure\": 962.0}, {\"attribute2\": \"1\", \"total_measure\": 936.0}, {\"attribute2\": \"656\", \"total_measure\": 656.0}, {\"attribute2\": \"318\", \"total_measure\": 318.0}, {\"attribute2\": \"170\", \"total_measure\": 170.0}, {\"attribute2\": \"136\", \"total_measure\": 136.0}, {\"attribute2\": \"92\", \"total_measure\": 92.0}, {\"attribute2\": \"23\", \"total_measure\": 92.0}, {\"attribute2\": \"22\", \"total_measure\": 88.0}, {\"attribute2\": \"78\", \"total_measure\": 78.0}, {\"attribute2\": \"6\", \"total_measure\": 78.0}, {\"attribute2\": \"9\", \"total_measure\": 63.0}, {\"attribute2\": \"7\", \"total_measure\": 56.0}, {\"attribute2\": \"46\", \"total_measure\": 46.0}, {\"attribute2\": \"45\", \"total_measure\": 45.0}, {\"attribute2\": \"11\", \"total_measure\": 44.0}, {\"attribute2\": \"43\", \"total_measure\": 43.0}, {\"attribute2\": \"8\", \"total_measure\": 40.0}, {\"attribute2\": \"16\", \"total_measure\": 32.0}, {\"attribute2\": \"31\", \"total_measure\": 31.0}, {\"attribute2\": \"10\", \"total_measure\": 30.0}, {\"attribute2\": \"27\", \"total_measure\": 27.0}, {\"attribute2\": \"13\", \"total_measure\": 26.0}, {\"attribute2\": \"0\", \"total_measure\": 0.0}, {\"attribute2\": \"-17\", \"total_measure\": -17.0}, {\"attribute2\": \"-22\", \"total_measure\": -22.0}, {\"attribute2\": \"-23\", \"total_measure\": -23.0}, {\"attribute2\": \"-26\", \"total_measure\": -26.0}, {\"attribute2\": \"-7\", \"total_measure\": -28.0}, {\"attribute2\": \"-29\", \"total_measure\": -29.0}, {\"attribute2\": \"-31\", \"total_measure\": -31.0}, {\"attribute2\": \"-16\", \"total_measure\": -32.0}, {\"attribute2\": \"-11\", \"total_measure\": -33.0}, {\"attribute2\": \"-9\", \"total_measure\": -36.0}, {\"attribute2\": \"-36\", \"total_measure\": -36.0}, {\"attribute2\": \"-18\", \"total_measure\": -36.0}, {\"attribute2\": \"-13\", \"total_measure\": -39.0}, {\"attribute2\": \"-40\", \"total_measure\": -40.0}, {\"attribute2\": \"-41\", \"total_measure\": -41.0}, {\"attribute2\": \"-42\", \"total_measure\": -42.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.86}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..25ee9eceeb7f453ad59d25620a5285994490dacc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:28:52.513458+00:00", + "ended_at": "2026-05-19T15:29:05.994043+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_c17513dd6fe7352b", + "problem_id": "v2p_n17_0182837ad1a8fd6c", + "dataset_id": "n17", + "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=attribute2, measure_col=attribute2.", + "bindings": { + "group_col": "attribute2", + "measure_col": "attribute2", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=1" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_c17513dd6fe7352b.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_c17513dd6fe7352b", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 616, + "total_tokens": 14647, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13463.61, + "sql_execution_elapsed_ms_total": 11.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..455d5f2fa8c297b38fc26b389c699e384c372828 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:05.979342+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": 13463.61, "started_at": "2026-05-19T15:28:52.514366+00:00", "ended_at": "2026-05-19T15:29:05.978044+00:00", "prompt_metrics": {"chars": 6662, "bytes_utf8": 6662, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 616, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute2\\\", SUM(CAST(\\\"attribute2\\\" AS REAL)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute2\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col=\\\"attribute2\\\" and measure_col=\\\"attribute2\\\". CAST is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7c47d0b72725e52ecfe2e8a4d6f965ee79933a3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_c17513dd6fe7352b", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 616, + "total_tokens": 14647, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13463.61, + "sql_execution_elapsed_ms_total": 11.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c17513dd6fe7352b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..51b48ce2a7662907910cdfd4250cbc2d0987ad2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=time, group_col_2=class. +Result preview: [{"time": "37", "class": "1", "row_count": 2673}, {"time": "55", "class": "4", "row_count": 942}, {"time": "56", "class": "4", "row_count": 862}, {"time": "41", "class": "1", "row_count": 753}, {"time": "45", "class": "1", "row_count": 693}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1955e3a08817840215382a4553e66722d8b66eca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_c21b3a16f0b013a6 +-- problem_id: v2p_n17_eb74c399e41befe0 +-- realization_mode: agent +-- source_kind: agent +SELECT "time", "class", COUNT(*) AS "row_count" +FROM "n17" +WHERE CAST("attribute4" AS REAL) >= 0.0 +GROUP BY "time", "class" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..882d8cf3a213f1475ee9b90392518676d2ba7945 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"time\", \"class\", COUNT(*) AS \"row_count\"\nFROM \"n17\"\nWHERE CAST(\"attribute4\" AS REAL) >= 0.0\nGROUP BY \"time\", \"class\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"time\\\", \\\"class\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nWHERE CAST(\\\"attribute4\\\" AS REAL) >= 0.0\\nGROUP BY \\\"time\\\", \\\"class\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"time\", \"class\", \"row_count\"], \"rows\": [{\"time\": \"37\", \"class\": \"1\", \"row_count\": 2673}, {\"time\": \"55\", \"class\": \"4\", \"row_count\": 942}, {\"time\": \"56\", \"class\": \"4\", \"row_count\": 862}, {\"time\": \"41\", \"class\": \"1\", \"row_count\": 753}, {\"time\": \"45\", \"class\": \"1\", \"row_count\": 693}, {\"time\": \"44\", \"class\": \"1\", \"row_count\": 518}, {\"time\": \"49\", \"class\": \"1\", \"row_count\": 512}, {\"time\": \"46\", \"class\": \"1\", \"row_count\": 475}, {\"time\": \"43\", \"class\": \"1\", \"row_count\": 450}, {\"time\": \"56\", \"class\": \"1\", \"row_count\": 399}, {\"time\": \"53\", \"class\": \"1\", \"row_count\": 396}, {\"time\": \"51\", \"class\": \"1\", \"row_count\": 384}, {\"time\": \"38\", \"class\": \"1\", \"row_count\": 281}, {\"time\": \"42\", \"class\": \"1\", \"row_count\": 250}, {\"time\": \"48\", \"class\": \"1\", \"row_count\": 241}, {\"time\": \"55\", \"class\": \"1\", \"row_count\": 234}, {\"time\": \"47\", \"class\": \"1\", \"row_count\": 205}, {\"time\": \"39\", \"class\": \"1\", \"row_count\": 179}, {\"time\": \"52\", \"class\": \"1\", \"row_count\": 179}, {\"time\": \"50\", \"class\": \"1\", \"row_count\": 159}, {\"time\": \"40\", \"class\": \"1\", \"row_count\": 123}, {\"time\": \"81\", \"class\": \"5\", \"row_count\": 78}, {\"time\": \"58\", \"class\": \"1\", \"row_count\": 71}, {\"time\": \"57\", \"class\": \"1\", \"row_count\": 70}, {\"time\": \"79\", \"class\": \"5\", \"row_count\": 70}, {\"time\": \"54\", \"class\": \"1\", \"row_count\": 69}, {\"time\": \"82\", \"class\": \"5\", \"row_count\": 61}, {\"time\": \"80\", \"class\": \"5\", \"row_count\": 59}, {\"time\": \"59\", \"class\": \"1\", \"row_count\": 49}, {\"time\": \"85\", \"class\": \"5\", \"row_count\": 49}, {\"time\": \"83\", \"class\": \"5\", \"row_count\": 40}, {\"time\": \"84\", \"class\": \"5\", \"row_count\": 36}, {\"time\": \"102\", \"class\": \"5\", \"row_count\": 34}, {\"time\": \"105\", \"class\": \"5\", \"row_count\": 29}, {\"time\": \"104\", \"class\": \"5\", \"row_count\": 23}, {\"time\": \"106\", \"class\": \"5\", \"row_count\": 22}, {\"time\": \"62\", \"class\": \"1\", \"row_count\": 22}, {\"time\": \"64\", \"class\": \"1\", \"row_count\": 21}, {\"time\": \"76\", \"class\": \"5\", \"row_count\": 20}, {\"time\": \"101\", \"class\": \"5\", \"row_count\": 19}, {\"time\": \"66\", \"class\": \"1\", \"row_count\": 19}, {\"time\": \"78\", \"class\": \"5\", \"row_count\": 19}, {\"time\": \"107\", \"class\": \"5\", \"row_count\": 14}, {\"time\": \"77\", \"class\": \"5\", \"row_count\": 14}, {\"time\": \"36\", \"class\": \"1\", \"row_count\": 13}, {\"time\": \"63\", \"class\": \"1\", \"row_count\": 10}, {\"time\": \"86\", \"class\": \"5\", \"row_count\": 9}, {\"time\": \"53\", \"class\": \"4\", \"row_count\": 8}, {\"time\": \"87\", \"class\": \"5\", \"row_count\": 8}, {\"time\": \"103\", \"class\": \"5\", \"row_count\": 7}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.07}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..417188be477e766dfdfcc0460470aeaf878bc1c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:41:29.744756+00:00", + "ended_at": "2026-05-19T15:41:44.410057+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_c21b3a16f0b013a6", + "problem_id": "v2p_n17_eb74c399e41befe0", + "dataset_id": "n17", + "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=time, group_col_2=class.", + "bindings": { + "group_col": "time", + "group_col_2": "class", + "predicate_col": "attribute4", + "predicate_op": ">=", + "predicate_value": 0.0, + "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": 14.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_c21b3a16f0b013a6.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_c21b3a16f0b013a6", + "api_calls": 0, + "input_tokens": 14121, + "cached_input_tokens": 13696, + "output_tokens": 531, + "total_tokens": 14652, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14652.82, + "sql_execution_elapsed_ms_total": 8.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a72d0af62aa52f8b046b23c109263a2dd939846 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:44.400512+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": 14652.82, "started_at": "2026-05-19T15:41:29.746748+00:00", "ended_at": "2026-05-19T15:41:44.399603+00:00", "prompt_metrics": {"chars": 6950, "bytes_utf8": 6950, "lines": 220, "estimated_tokens": null}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14121, "cached_input_tokens": 13696, "output_tokens": 531, "reasoning_output_tokens": 406}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"time\\\", \\\"class\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nWHERE CAST(\\\"attribute4\\\" AS REAL) >= 0.0\\nGROUP BY \\\"time\\\", \\\"class\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group count template with group_col=\\\"time\\\", group_col_2=\\\"class\\\", and predicate attribute4 >= 0.0. CAST is applied because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4a3de96873c609e18e00b56a620ab482b9f66887 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_c21b3a16f0b013a6", + "api_calls": 0, + "input_tokens": 14121, + "cached_input_tokens": 13696, + "output_tokens": 531, + "total_tokens": 14652, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14652.82, + "sql_execution_elapsed_ms_total": 8.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2b74b81007e2bcf/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2b74b81007e2bcf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c29a5d7bd7b7fd9f5a2136f147b302386566b8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2b74b81007e2bcf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "37", "support": 701, "support_share": 0.048344827586206895, "support_rank": 1}, {"value_label": "39", "support": 683, "support_share": 0.04710344827586207, "support_rank": 2}, {"value_label": "41", "support": 664, "support_share": 0.04579310344827586, "support_rank": 3}, {"value_label": "35", "support": 572, "support_share": 0.03944827586206896, "support_rank": 4}, {"value_label": "42", "support": 525, "support_share": 0.03620689655172414, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2b74b81007e2bcf/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2b74b81007e2bcf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d0a8a369ed4dcaf9e96b39fe2cb4f1b95e94acf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2b74b81007e2bcf/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_c2b74b81007e2bcf +-- problem_id: v2p_n17_22053917887eecfd +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "attribute8" AS value_label, COUNT(*) AS support + FROM "n17" + GROUP BY "attribute8" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2b74b81007e2bcf/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2b74b81007e2bcf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3966fd23eec9903b9478716c45fe8366048e61e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2b74b81007e2bcf/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_d\n-- sql_source_dataset_id: n17\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_n17_c2b74b81007e2bcf\n-- problem_id: v2p_n17_22053917887eecfd\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"attribute8\" AS value_label, COUNT(*) AS support\n FROM \"n17\"\n GROUP BY \"attribute8\"\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_d\\n-- sql_source_dataset_id: n17\\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_n17_c2b74b81007e2bcf\\n-- problem_id: v2p_n17_22053917887eecfd\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"attribute8\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute8\\\"\\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\": \"37\", \"support\": 701, \"support_share\": 0.048344827586206895, \"support_rank\": 1}, {\"value_label\": \"39\", \"support\": 683, \"support_share\": 0.04710344827586207, \"support_rank\": 2}, {\"value_label\": \"41\", \"support\": 664, \"support_share\": 0.04579310344827586, \"support_rank\": 3}, {\"value_label\": \"35\", \"support\": 572, \"support_share\": 0.03944827586206896, \"support_rank\": 4}, {\"value_label\": \"42\", \"support\": 525, \"support_share\": 0.03620689655172414, \"support_rank\": 5}, {\"value_label\": \"44\", \"support\": 509, \"support_share\": 0.03510344827586207, \"support_rank\": 6}, {\"value_label\": \"32\", \"support\": 492, \"support_share\": 0.033931034482758624, \"support_rank\": 7}, {\"value_label\": \"34\", \"support\": 455, \"support_share\": 0.031379310344827584, \"support_rank\": 8}, {\"value_label\": \"46\", \"support\": 395, \"support_share\": 0.02724137931034483, \"support_rank\": 9}, {\"value_label\": \"30\", \"support\": 379, \"support_share\": 0.02613793103448276, \"support_rank\": 10}, {\"value_label\": \"43\", \"support\": 371, \"support_share\": 0.025586206896551725, \"support_rank\": 11}, {\"value_label\": \"40\", \"support\": 360, \"support_share\": 0.02482758620689655, \"support_rank\": 12}, {\"value_label\": \"38\", \"support\": 355, \"support_share\": 0.024482758620689656, \"support_rank\": 13}, {\"value_label\": \"36\", \"support\": 341, \"support_share\": 0.023517241379310345, \"support_rank\": 14}, {\"value_label\": \"48\", \"support\": 325, \"support_share\": 0.022413793103448276, \"support_rank\": 15}, {\"value_label\": \"33\", \"support\": 306, \"support_share\": 0.02110344827586207, \"support_rank\": 16}, {\"value_label\": \"45\", \"support\": 273, \"support_share\": 0.018827586206896552, \"support_rank\": 17}, {\"value_label\": \"49\", \"support\": 242, \"support_share\": 0.016689655172413793, \"support_rank\": 18}, {\"value_label\": \"50\", \"support\": 238, \"support_share\": 0.016413793103448277, \"support_rank\": 19}, {\"value_label\": \"28\", \"support\": 214, \"support_share\": 0.014758620689655172, \"support_rank\": 20}, {\"value_label\": \"55\", \"support\": 207, \"support_share\": 0.014275862068965518, \"support_rank\": 21}, {\"value_label\": \"51\", \"support\": 203, \"support_share\": 0.014, \"support_rank\": 22}, {\"value_label\": \"29\", \"support\": 190, \"support_share\": 0.01310344827586207, \"support_rank\": 23}, {\"value_label\": \"57\", \"support\": 182, \"support_share\": 0.012551724137931035, \"support_rank\": 24}, {\"value_label\": \"47\", \"support\": 179, \"support_share\": 0.012344827586206896, \"support_rank\": 25}, {\"value_label\": \"31\", \"support\": 178, \"support_share\": 0.012275862068965518, \"support_rank\": 26}, {\"value_label\": \"54\", \"support\": 176, \"support_share\": 0.012137931034482758, \"support_rank\": 27}, {\"value_label\": \"59\", \"support\": 153, \"support_share\": 0.010551724137931035, \"support_rank\": 28}, {\"value_label\": \"52\", \"support\": 150, \"support_share\": 0.010344827586206896, \"support_rank\": 29}, {\"value_label\": \"26\", \"support\": 141, \"support_share\": 0.009724137931034483, \"support_rank\": 30}, {\"value_label\": \"53\", \"support\": 141, \"support_share\": 0.009724137931034483, \"support_rank\": 31}, {\"value_label\": \"66\", \"support\": 140, \"support_share\": 0.009655172413793104, \"support_rank\": 32}, {\"value_label\": \"86\", \"support\": 132, \"support_share\": 0.00910344827586207, \"support_rank\": 33}, {\"value_label\": \"27\", \"support\": 131, \"support_share\": 0.00903448275862069, \"support_rank\": 34}, {\"value_label\": \"72\", \"support\": 126, \"support_share\": 0.008689655172413793, \"support_rank\": 35}, {\"value_label\": \"83\", \"support\": 121, \"support_share\": 0.008344827586206896, \"support_rank\": 36}, {\"value_label\": \"62\", \"support\": 114, \"support_share\": 0.00786206896551724, \"support_rank\": 37}, {\"value_label\": \"70\", \"support\": 110, \"support_share\": 0.007586206896551724, \"support_rank\": 38}, {\"value_label\": \"64\", \"support\": 109, \"support_share\": 0.0075172413793103444, \"support_rank\": 39}, {\"value_label\": \"75\", \"support\": 109, \"support_share\": 0.0075172413793103444, \"support_rank\": 40}, {\"value_label\": \"69\", \"support\": 107, \"support_share\": 0.007379310344827586, \"support_rank\": 41}, {\"value_label\": \"63\", \"support\": 106, \"support_share\": 0.007310344827586207, \"support_rank\": 42}, {\"value_label\": \"58\", \"support\": 105, \"support_share\": 0.007241379310344828, \"support_rank\": 43}, {\"value_label\": \"79\", \"support\": 104, \"support_share\": 0.007172413793103448, \"support_rank\": 44}, {\"value_label\": \"60\", \"support\": 103, \"support_share\": 0.007103448275862069, \"support_rank\": 45}, {\"value_label\": \"71\", \"support\": 101, \"support_share\": 0.006965517241379311, \"support_rank\": 46}, {\"value_label\": \"78\", \"support\": 100, \"support_share\": 0.006896551724137931, \"support_rank\": 47}, {\"value_label\": \"88\", \"support\": 98, \"support_share\": 0.006758620689655172, \"support_rank\": 48}, {\"value_label\": \"61\", \"support\": 96, \"support_share\": 0.006620689655172414, \"support_rank\": 49}, {\"value_label\": \"77\", \"support\": 94, \"support_share\": 0.006482758620689655, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.67}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2b74b81007e2bcf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2b74b81007e2bcf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b35ae5f52cc5b2b265e7c6ee81ee6a9fdc19051a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2b74b81007e2bcf/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:06:55.835253+00:00", + "ended_at": "2026-05-19T16:06:55.841772+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_c2b74b81007e2bcf", + "problem_id": "v2p_n17_22053917887eecfd", + "dataset_id": "n17", + "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=attribute8.", + "bindings": { + "group_col": "attribute8" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_c2b74b81007e2bcf.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_d/n17/artifacts/v2q_n17_c2b74b81007e2bcf/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2b74b81007e2bcf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2b74b81007e2bcf/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_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efa450405765797f8ea9b2ccdea3d90bc38df707 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7207, "bytes_utf8": 7207, "lines": 216, "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": 593, "bytes_utf8": 593, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14165, "cached_input_tokens": 12032, "output_tokens": 423, "reasoning_output_tokens": 264}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d788b8c0d01df9080d9c345b6ead12df8dd86ea2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_c2c8aa84f0ef0603", + "api_calls": 0, + "input_tokens": 14165, + "cached_input_tokens": 12032, + "output_tokens": 423, + "total_tokens": 14588, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9515.16, + "sql_execution_elapsed_ms_total": 13.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa6d8ef19802d6a1f67a9dc75ad0502c435c9d50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:03.230128+00:00", + "ended_at": "2026-05-19T15:48:12.745335+00:00", + "elapsed_ms": 9515.16, + "prompt_metrics": { + "chars": 7207, + "bytes_utf8": 7207, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 964, + "bytes_utf8": 964, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 593, + "bytes_utf8": 593, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14165, + "cached_input_tokens": 12032, + "output_tokens": 423, + "reasoning_output_tokens": 264 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..665eb05e11bcd1cc9e63f65e05a4905dcaf4639b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=class, measure_col=attribute8.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "class", + "measure_col": "attribute8", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..82f1b5e824d8db4372929ed3a598c1b3f329d6ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-3998-72d1-a061-e163f12235ca"} +{"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(\\\"attribute8\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\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 required template with group_col=\\\"class\\\" and measure_col=\\\"attribute8\\\". Cast \\\"attribute8\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14165,"cached_input_tokens":12032,"output_tokens":423,"reasoning_output_tokens":264}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf90a4f7817c8e9783875f36886ef5756c7fe3c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/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(\"attribute8\" AS REAL)) AS group_value\n FROM \"n17\"\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 required template with group_col=\"class\" and measure_col=\"attribute8\". Cast \"attribute8\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2c8aa84f0ef0603/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3db3c444e79ce68f052260c0be9a9f70873a3ddc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6566, "bytes_utf8": 6566, "lines": 214, "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": 302, "bytes_utf8": 302, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14004, "cached_input_tokens": 12032, "output_tokens": 426, "reasoning_output_tokens": 342}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6fb89160be581bd8eec323aa9dd9509dadd0b89d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_c3b1afbfda4e3f00", + "api_calls": 0, + "input_tokens": 14004, + "cached_input_tokens": 12032, + "output_tokens": 426, + "total_tokens": 14430, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12726.73, + "sql_execution_elapsed_ms_total": 13.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f7d386dbd82d24e6c7638a092757f4b6e34cfcc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:51.169228+00:00", + "ended_at": "2026-05-19T15:33:03.896060+00:00", + "elapsed_ms": 12726.73, + "prompt_metrics": { + "chars": 6566, + "bytes_utf8": 6566, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 660, + "bytes_utf8": 660, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 302, + "bytes_utf8": 302, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14004, + "cached_input_tokens": 12032, + "output_tokens": 426, + "reasoning_output_tokens": 342 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57d10b1385fd9f49a55758015b682271a45a1a32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=attribute8.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "attribute8", + "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": 14.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0ed293e71945cef9a457fb2af241f01fd80a4b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-4e59-7771-9df3-16cc7549dec9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"attribute8\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute8\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col fixed to \\\"attribute8\\\" on the single table \\\"n17\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14004,"cached_input_tokens":12032,"output_tokens":426,"reasoning_output_tokens":342}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4ed43fbbb694f6a5e0a6ab601a8e556fec2a29d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"attribute8\", COUNT(*) AS \"row_count\"\nFROM \"n17\"\nGROUP BY \"attribute8\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided Grouped Count by Category template with group_col fixed to \"attribute8\" on the single table \"n17\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c3b1afbfda4e3f00/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6f0bc00824789c1ff44fb9b45fd2cd7c22c98ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6659, "bytes_utf8": 6659, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 281, "reasoning_output_tokens": 182}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7cf86d7effc8c5f83afeaebfa20b4a3f4078a47c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_c532caa8b7f38663", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 281, + "total_tokens": 14312, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10024.43, + "sql_execution_elapsed_ms_total": 5.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5c579b1acee3fb1131ff247cb2a66e251b782374 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/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": "2026-05-19T15:28:42.480605+00:00", + "ended_at": "2026-05-19T15:28:52.505063+00:00", + "elapsed_ms": 10024.43, + "prompt_metrics": { + "chars": 6659, + "bytes_utf8": 6659, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 739, + "bytes_utf8": 739, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 389, + "bytes_utf8": 389, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 281, + "reasoning_output_tokens": 182 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc47148ea887865d972024d6d299ed560b07a391 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=attribute2, measure_col=attribute2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "attribute2", + "measure_col": "attribute2", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2f42d99b32c2851bb10a3a5864a0395e5c935bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-82fc-7580-a511-74a8eff2fc61"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute2\\\", SUM(CAST(\\\"attribute2\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute2\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped-sum template with \\\"attribute2\\\" as both the grouping column and measure column. CAST was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14031,"cached_input_tokens":12032,"output_tokens":281,"reasoning_output_tokens":182}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7a590b87497a5c7c154b369a1aa144734f4be15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"attribute2\", SUM(CAST(\"attribute2\" AS NUMERIC)) AS total_measure\nFROM \"n17\"\nGROUP BY \"attribute2\"\nORDER BY total_measure DESC;","notes":"Used the planned grouped-sum template with \"attribute2\" as both the grouping column and measure column. CAST was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f24cf3568e1d33b3611707b6a8b154f8f333dcff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/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=attribute2, measure_col=attribute2. +Result preview: [{"attribute2": "4501", "total_measure": 4501}, {"attribute2": "4400", "total_measure": 4400}, {"attribute2": "3049", "total_measure": 3049}, {"attribute2": "2561", "total_measure": 2561}, {"attribute2": "5", "total_measure": 2100}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cc08312cae7137d50092b80b02e0b7e3bfc4932 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_c532caa8b7f38663 +-- problem_id: v2p_n17_b41292a7a079fc82 +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute2", SUM(CAST("attribute2" AS NUMERIC)) AS total_measure +FROM "n17" +GROUP BY "attribute2" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69707e848d8c52892828d441fc4e02370b68eae6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/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 \"attribute2\", SUM(CAST(\"attribute2\" AS NUMERIC)) AS total_measure\nFROM \"n17\"\nGROUP BY \"attribute2\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute2\\\", SUM(CAST(\\\"attribute2\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute2\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"attribute2\", \"total_measure\"], \"rows\": [{\"attribute2\": \"4501\", \"total_measure\": 4501}, {\"attribute2\": \"4400\", \"total_measure\": 4400}, {\"attribute2\": \"3049\", \"total_measure\": 3049}, {\"attribute2\": \"2561\", \"total_measure\": 2561}, {\"attribute2\": \"5\", \"total_measure\": 2100}, {\"attribute2\": \"1963\", \"total_measure\": 1963}, {\"attribute2\": \"4\", \"total_measure\": 1792}, {\"attribute2\": \"1532\", \"total_measure\": 1532}, {\"attribute2\": \"3\", \"total_measure\": 1464}, {\"attribute2\": \"2\", \"total_measure\": 1028}, {\"attribute2\": \"962\", \"total_measure\": 962}, {\"attribute2\": \"1\", \"total_measure\": 936}, {\"attribute2\": \"656\", \"total_measure\": 656}, {\"attribute2\": \"318\", \"total_measure\": 318}, {\"attribute2\": \"170\", \"total_measure\": 170}, {\"attribute2\": \"136\", \"total_measure\": 136}, {\"attribute2\": \"92\", \"total_measure\": 92}, {\"attribute2\": \"23\", \"total_measure\": 92}, {\"attribute2\": \"22\", \"total_measure\": 88}, {\"attribute2\": \"78\", \"total_measure\": 78}, {\"attribute2\": \"6\", \"total_measure\": 78}, {\"attribute2\": \"9\", \"total_measure\": 63}, {\"attribute2\": \"7\", \"total_measure\": 56}, {\"attribute2\": \"46\", \"total_measure\": 46}, {\"attribute2\": \"45\", \"total_measure\": 45}, {\"attribute2\": \"11\", \"total_measure\": 44}, {\"attribute2\": \"43\", \"total_measure\": 43}, {\"attribute2\": \"8\", \"total_measure\": 40}, {\"attribute2\": \"16\", \"total_measure\": 32}, {\"attribute2\": \"31\", \"total_measure\": 31}, {\"attribute2\": \"10\", \"total_measure\": 30}, {\"attribute2\": \"27\", \"total_measure\": 27}, {\"attribute2\": \"13\", \"total_measure\": 26}, {\"attribute2\": \"0\", \"total_measure\": 0}, {\"attribute2\": \"-17\", \"total_measure\": -17}, {\"attribute2\": \"-22\", \"total_measure\": -22}, {\"attribute2\": \"-23\", \"total_measure\": -23}, {\"attribute2\": \"-26\", \"total_measure\": -26}, {\"attribute2\": \"-7\", \"total_measure\": -28}, {\"attribute2\": \"-29\", \"total_measure\": -29}, {\"attribute2\": \"-31\", \"total_measure\": -31}, {\"attribute2\": \"-16\", \"total_measure\": -32}, {\"attribute2\": \"-11\", \"total_measure\": -33}, {\"attribute2\": \"-9\", \"total_measure\": -36}, {\"attribute2\": \"-36\", \"total_measure\": -36}, {\"attribute2\": \"-18\", \"total_measure\": -36}, {\"attribute2\": \"-13\", \"total_measure\": -39}, {\"attribute2\": \"-40\", \"total_measure\": -40}, {\"attribute2\": \"-41\", \"total_measure\": -41}, {\"attribute2\": \"-42\", \"total_measure\": -42}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.72}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..947ef5b5d114835451a3a48c4ac77ff1fd294005 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:28:42.479673+00:00", + "ended_at": "2026-05-19T15:28:52.512935+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_c532caa8b7f38663", + "problem_id": "v2p_n17_b41292a7a079fc82", + "dataset_id": "n17", + "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=attribute2, measure_col=attribute2.", + "bindings": { + "group_col": "attribute2", + "measure_col": "attribute2", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=1" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_c532caa8b7f38663.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_c532caa8b7f38663", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 281, + "total_tokens": 14312, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10024.43, + "sql_execution_elapsed_ms_total": 5.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7318218a4f9fa5c719fa360db06f068771cd5222 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_c532caa8b7f38663", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 281, + "total_tokens": 14312, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10024.43, + "sql_execution_elapsed_ms_total": 5.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c532caa8b7f38663/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..08a8b730955ffa609e6ddc64807d7c1f066a9d62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/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=attribute9, measure_col=attribute2. +Result preview: [{"attribute9": "24", "attribute3": "80", "total_measure": 92.0, "share_within_group": 353.84615384615387}, {"attribute9": "12", "attribute3": "79", "total_measure": 30.0, "share_within_group": 250.0}, {"attribute9": "18", "attribute3": "107", "total_measure": -35.0, "share_within_group": 233.33333333333334}, {"attribute9": "96", "attribute3": "84", "total_measure": -9.0, "share_within_group": 225.0}, {"attribute9": "20", "attribute3": "107", "total_measure": -66.0, "share_within_group": 206.25}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e4954b6476ee8a04ee0414dfa41cefc14804909b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_c7f6483271ea6e8b +-- problem_id: v2p_n17_d42274e3fe63afc2 +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute9", "attribute3", + SUM(CAST("attribute2" AS REAL)) AS total_measure, + SUM(CAST("attribute2" AS REAL)) * 100.0 / SUM(SUM(CAST("attribute2" AS REAL))) OVER (PARTITION BY "attribute9") AS share_within_group +FROM "n17" +GROUP BY "attribute9", "attribute3" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1353c7fb1a90ef264c28aba29048b16c6a00e504 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/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 \"attribute9\", \"attribute3\",\n SUM(CAST(\"attribute2\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute2\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute2\" AS REAL))) OVER (PARTITION BY \"attribute9\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute9\", \"attribute3\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute9\\\", \\\"attribute3\\\",\\n SUM(CAST(\\\"attribute2\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute2\\\" AS REAL))) OVER (PARTITION BY \\\"attribute9\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute9\\\", \\\"attribute3\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"attribute9\", \"attribute3\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"attribute9\": \"24\", \"attribute3\": \"80\", \"total_measure\": 92.0, \"share_within_group\": 353.84615384615387}, {\"attribute9\": \"12\", \"attribute3\": \"79\", \"total_measure\": 30.0, \"share_within_group\": 250.0}, {\"attribute9\": \"18\", \"attribute3\": \"107\", \"total_measure\": -35.0, \"share_within_group\": 233.33333333333334}, {\"attribute9\": \"96\", \"attribute3\": \"84\", \"total_measure\": -9.0, \"share_within_group\": 225.0}, {\"attribute9\": \"20\", \"attribute3\": \"107\", \"total_measure\": -66.0, \"share_within_group\": 206.25}, {\"attribute9\": \"50\", \"attribute3\": \"79\", \"total_measure\": 2.0, \"share_within_group\": 200.0}, {\"attribute9\": \"6\", \"attribute3\": \"106\", \"total_measure\": -123.0, \"share_within_group\": 198.38709677419354}, {\"attribute9\": \"58\", \"attribute3\": \"75\", \"total_measure\": 9.0, \"share_within_group\": 180.0}, {\"attribute9\": \"32\", \"attribute3\": \"107\", \"total_measure\": -14.0, \"share_within_group\": 175.0}, {\"attribute9\": \"58\", \"attribute3\": \"74\", \"total_measure\": 8.0, \"share_within_group\": 160.0}, {\"attribute9\": \"72\", \"attribute3\": \"77\", \"total_measure\": 76.0, \"share_within_group\": 158.33333333333334}, {\"attribute9\": \"22\", \"attribute3\": \"77\", \"total_measure\": 50.0, \"share_within_group\": 156.25}, {\"attribute9\": \"60\", \"attribute3\": \"77\", \"total_measure\": 53.0, \"share_within_group\": 155.88235294117646}, {\"attribute9\": \"12\", \"attribute3\": \"95\", \"total_measure\": 18.0, \"share_within_group\": 150.0}, {\"attribute9\": \"28\", \"attribute3\": \"77\", \"total_measure\": 3.0, \"share_within_group\": 150.0}, {\"attribute9\": \"114\", \"attribute3\": \"77\", \"total_measure\": -13.0, \"share_within_group\": 144.44444444444446}, {\"attribute9\": \"76\", \"attribute3\": \"81\", \"total_measure\": 7.0, \"share_within_group\": 140.0}, {\"attribute9\": \"32\", \"attribute3\": \"91\", \"total_measure\": -11.0, \"share_within_group\": 137.5}, {\"attribute9\": \"56\", \"attribute3\": \"73\", \"total_measure\": 11.0, \"share_within_group\": 137.5}, {\"attribute9\": \"116\", \"attribute3\": \"76\", \"total_measure\": 16.0, \"share_within_group\": 114.28571428571429}, {\"attribute9\": \"82\", \"attribute3\": \"89\", \"total_measure\": -10.0, \"share_within_group\": 111.11111111111111}, {\"attribute9\": \"8\", \"attribute3\": \"75\", \"total_measure\": -61.0, \"share_within_group\": 108.92857142857143}, {\"attribute9\": \"4\", \"attribute3\": \"106\", \"total_measure\": -1541.0, \"share_within_group\": 106.12947658402204}, {\"attribute9\": \"48\", \"attribute3\": \"106\", \"total_measure\": 2561.0, \"share_within_group\": 105.6082474226804}, {\"attribute9\": \"34\", \"attribute3\": \"88\", \"total_measure\": 1963.0, \"share_within_group\": 104.02755696873344}, {\"attribute9\": \"54\", \"attribute3\": \"106\", \"total_measure\": 3049.0, \"share_within_group\": 101.29568106312293}, {\"attribute9\": \"30\", \"attribute3\": \"106\", \"total_measure\": 1532.0, \"share_within_group\": 101.05540897097626}, {\"attribute9\": \"88\", \"attribute3\": \"106\", \"total_measure\": 962.0, \"share_within_group\": 100.6276150627615}, {\"attribute9\": \"-14\", \"attribute3\": \"78\", \"total_measure\": -63.0, \"share_within_group\": 100.0}, {\"attribute9\": \"100\", \"attribute3\": \"84\", \"total_measure\": -2.0, \"share_within_group\": 100.0}, {\"attribute9\": \"102\", \"attribute3\": \"84\", \"total_measure\": 6.0, \"share_within_group\": 100.0}, {\"attribute9\": \"110\", \"attribute3\": \"83\", \"total_measure\": -1.0, \"share_within_group\": 100.0}, {\"attribute9\": \"126\", \"attribute3\": \"83\", \"total_measure\": 11.0, \"share_within_group\": 100.0}, {\"attribute9\": \"52\", \"attribute3\": \"79\", \"total_measure\": -1.0, \"share_within_group\": 100.0}, {\"attribute9\": \"64\", \"attribute3\": \"81\", \"total_measure\": 9.0, \"share_within_group\": 100.0}, {\"attribute9\": \"68\", \"attribute3\": \"88\", \"total_measure\": -43.0, \"share_within_group\": 100.0}, {\"attribute9\": \"70\", \"attribute3\": \"76\", \"total_measure\": -1.0, \"share_within_group\": 100.0}, {\"attribute9\": \"90\", \"attribute3\": \"86\", \"total_measure\": -1.0, \"share_within_group\": 100.0}, {\"attribute9\": \"92\", \"attribute3\": \"86\", \"total_measure\": 3.0, \"share_within_group\": 100.0}, {\"attribute9\": \"94\", \"attribute3\": \"85\", \"total_measure\": 10.0, \"share_within_group\": 100.0}, {\"attribute9\": \"98\", \"attribute3\": \"84\", \"total_measure\": -1.0, \"share_within_group\": 100.0}, {\"attribute9\": \"84\", \"attribute3\": \"106\", \"total_measure\": 4501.0, \"share_within_group\": 99.84472049689441}, {\"attribute9\": \"80\", \"attribute3\": \"106\", \"total_measure\": 4400.0, \"share_within_group\": 99.45750452079567}, {\"attribute9\": \"86\", \"attribute3\": \"105\", \"total_measure\": 962.0, \"share_within_group\": 97.86368260427264}, {\"attribute9\": \"2\", \"attribute3\": \"78\", \"total_measure\": 439.0, \"share_within_group\": 96.06126914660831}, {\"attribute9\": \"16\", \"attribute3\": \"77\", \"total_measure\": -1681.0, \"share_within_group\": 93.38888888888889}, {\"attribute9\": \"78\", \"attribute3\": \"77\", \"total_measure\": 25.0, \"share_within_group\": 86.20689655172414}, {\"attribute9\": \"44\", \"attribute3\": \"88\", \"total_measure\": -192.0, \"share_within_group\": 81.70212765957447}, {\"attribute9\": \"76\", \"attribute3\": \"77\", \"total_measure\": 4.0, \"share_within_group\": 80.0}, {\"attribute9\": \"108\", \"attribute3\": \"82\", \"total_measure\": 78.0, \"share_within_group\": 78.78787878787878}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 12.08}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d33f74a57e9f9023945ee2a977a98c4b51da8a5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:35:27.956334+00:00", + "ended_at": "2026-05-19T15:35:41.106203+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_c7f6483271ea6e8b", + "problem_id": "v2p_n17_d42274e3fe63afc2", + "dataset_id": "n17", + "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=attribute9, measure_col=attribute2.", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute2", + "item_col": "attribute3", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_c7f6483271ea6e8b.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_c7f6483271ea6e8b", + "api_calls": 0, + "input_tokens": 14150, + "cached_input_tokens": 12672, + "output_tokens": 682, + "total_tokens": 14832, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13133.95, + "sql_execution_elapsed_ms_total": 12.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..234e0736c5fea5ace2dc3aaea68255ab64a5675c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:41.092519+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": 13133.95, "started_at": "2026-05-19T15:35:27.957715+00:00", "ended_at": "2026-05-19T15:35:41.091687+00:00", "prompt_metrics": {"chars": 7072, "bytes_utf8": 7072, "lines": 218, "estimated_tokens": null}, "response_metrics": {"chars": 618, "bytes_utf8": 618, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14150, "cached_input_tokens": 12672, "output_tokens": 682, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute9\\\", \\\"attribute3\\\",\\n SUM(CAST(\\\"attribute2\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute2\\\" AS REAL))) OVER (PARTITION BY \\\"attribute9\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute9\\\", \\\"attribute3\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"attribute9\\\", item_col=\\\"attribute3\\\", and measure_col=\\\"attribute2\\\". CAST to REAL is included because the schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c37acfdfc03b8e9892d7ed2bd7e3852c677747ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_c7f6483271ea6e8b", + "api_calls": 0, + "input_tokens": 14150, + "cached_input_tokens": 12672, + "output_tokens": 682, + "total_tokens": 14832, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13133.95, + "sql_execution_elapsed_ms_total": 12.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2adac200a1ac361c6202fbe92fdc64b3ad22bef6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/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=attribute6, measure_col=attribute8. +Result preview: [{"attribute6": "-1471", "attribute9": "116", "total_measure": 120.0, "share_within_group": 100.0}, {"attribute6": "-196", "attribute9": "116", "total_measure": 120.0, "share_within_group": 100.0}, {"attribute6": "-222", "attribute9": "2", "total_measure": 39.0, "share_within_group": 100.0}, {"attribute6": "-241", "attribute9": "0", "total_measure": 41.0, "share_within_group": 100.0}, {"attribute6": "-26739", "attribute9": "112", "total_measure": 117.0, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2443e6bc31c19107b76347c8c52c657c059693dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_c85cc61c4d7658d6 +-- problem_id: v2p_n17_360275b583bb0bed +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute6", "attribute9", + SUM(CAST("attribute8" AS REAL)) AS total_measure, + SUM(CAST("attribute8" AS REAL)) * 100.0 / SUM(SUM(CAST("attribute8" AS REAL))) OVER (PARTITION BY "attribute6") AS share_within_group +FROM "n17" +GROUP BY "attribute6", "attribute9" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e72184ce0d8884d5b3ba2c862a56f98b2bcdba55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/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 \"attribute6\", \"attribute9\",\n SUM(CAST(\"attribute8\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute8\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute8\" AS REAL))) OVER (PARTITION BY \"attribute6\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute6\", \"attribute9\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute6\\\", \\\"attribute9\\\",\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute8\\\" AS REAL))) OVER (PARTITION BY \\\"attribute6\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute6\\\", \\\"attribute9\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"attribute6\", \"attribute9\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"attribute6\": \"-1471\", \"attribute9\": \"116\", \"total_measure\": 120.0, \"share_within_group\": 100.0}, {\"attribute6\": \"-196\", \"attribute9\": \"116\", \"total_measure\": 120.0, \"share_within_group\": 100.0}, {\"attribute6\": \"-222\", \"attribute9\": \"2\", \"total_measure\": 39.0, \"share_within_group\": 100.0}, {\"attribute6\": \"-241\", \"attribute9\": \"0\", \"total_measure\": 41.0, \"share_within_group\": 100.0}, {\"attribute6\": \"-26739\", \"attribute9\": \"112\", \"total_measure\": 117.0, \"share_within_group\": 100.0}, {\"attribute6\": \"-318\", \"attribute9\": \"6\", \"total_measure\": 75.0, \"share_within_group\": 100.0}, {\"attribute6\": \"-37\", \"attribute9\": \"8\", \"total_measure\": 51.0, \"share_within_group\": 100.0}, {\"attribute6\": \"-41\", \"attribute9\": \"0\", \"total_measure\": 41.0, \"share_within_group\": 100.0}, {\"attribute6\": \"-45\", \"attribute9\": \"2\", \"total_measure\": 50.0, \"share_within_group\": 100.0}, {\"attribute6\": \"-53\", \"attribute9\": \"0\", \"total_measure\": 41.0, \"share_within_group\": 100.0}, {\"attribute6\": \"-81\", \"attribute9\": \"124\", \"total_measure\": 127.0, \"share_within_group\": 100.0}, {\"attribute6\": \"104\", \"attribute9\": \"2\", \"total_measure\": 55.0, \"share_within_group\": 100.0}, {\"attribute6\": \"12169\", \"attribute9\": \"2\", \"total_measure\": 41.0, \"share_within_group\": 100.0}, {\"attribute6\": \"12588\", \"attribute9\": \"0\", \"total_measure\": 41.0, \"share_within_group\": 100.0}, {\"attribute6\": \"1329\", \"attribute9\": \"62\", \"total_measure\": 81.0, \"share_within_group\": 100.0}, {\"attribute6\": \"141\", \"attribute9\": \"62\", \"total_measure\": 81.0, \"share_within_group\": 100.0}, {\"attribute6\": \"143\", \"attribute9\": \"0\", \"total_measure\": 41.0, \"share_within_group\": 100.0}, {\"attribute6\": \"15164\", \"attribute9\": \"-264\", \"total_measure\": -191.0, \"share_within_group\": 100.0}, {\"attribute6\": \"179\", \"attribute9\": \"0\", \"total_measure\": 41.0, \"share_within_group\": 100.0}, {\"attribute6\": \"221\", \"attribute9\": \"62\", \"total_measure\": 81.0, \"share_within_group\": 100.0}, {\"attribute6\": \"241\", \"attribute9\": \"6\", \"total_measure\": 75.0, \"share_within_group\": 100.0}, {\"attribute6\": \"248\", \"attribute9\": \"2\", \"total_measure\": 27.0, \"share_within_group\": 100.0}, {\"attribute6\": \"2503\", \"attribute9\": \"2\", \"total_measure\": 44.0, \"share_within_group\": 100.0}, {\"attribute6\": \"276\", \"attribute9\": \"62\", \"total_measure\": 81.0, \"share_within_group\": 100.0}, {\"attribute6\": \"3378\", \"attribute9\": \"8\", \"total_measure\": 48.0, \"share_within_group\": 100.0}, {\"attribute6\": \"381\", \"attribute9\": \"38\", \"total_measure\": 59.0, \"share_within_group\": 100.0}, {\"attribute6\": \"39\", \"attribute9\": \"24\", \"total_measure\": 66.0, \"share_within_group\": 100.0}, {\"attribute6\": \"46\", \"attribute9\": \"62\", \"total_measure\": 81.0, \"share_within_group\": 100.0}, {\"attribute6\": \"50\", \"attribute9\": \"0\", \"total_measure\": 37.0, \"share_within_group\": 100.0}, {\"attribute6\": \"509\", \"attribute9\": \"112\", \"total_measure\": 117.0, \"share_within_group\": 100.0}, {\"attribute6\": \"54\", \"attribute9\": \"8\", \"total_measure\": 46.0, \"share_within_group\": 100.0}, {\"attribute6\": \"56\", \"attribute9\": \"2\", \"total_measure\": 44.0, \"share_within_group\": 100.0}, {\"attribute6\": \"571\", \"attribute9\": \"0\", \"total_measure\": 26.0, \"share_within_group\": 100.0}, {\"attribute6\": \"58\", \"attribute9\": \"62\", \"total_measure\": 81.0, \"share_within_group\": 100.0}, {\"attribute6\": \"59\", \"attribute9\": \"0\", \"total_measure\": 41.0, \"share_within_group\": 100.0}, {\"attribute6\": \"61\", \"attribute9\": \"0\", \"total_measure\": 26.0, \"share_within_group\": 100.0}, {\"attribute6\": \"618\", \"attribute9\": \"0\", \"total_measure\": 39.0, \"share_within_group\": 100.0}, {\"attribute6\": \"66\", \"attribute9\": \"0\", \"total_measure\": 40.0, \"share_within_group\": 100.0}, {\"attribute6\": \"67\", \"attribute9\": \"6\", \"total_measure\": 75.0, \"share_within_group\": 100.0}, {\"attribute6\": \"677\", \"attribute9\": \"0\", \"total_measure\": 40.0, \"share_within_group\": 100.0}, {\"attribute6\": \"68\", \"attribute9\": \"112\", \"total_measure\": 117.0, \"share_within_group\": 100.0}, {\"attribute6\": \"69\", \"attribute9\": \"8\", \"total_measure\": 48.0, \"share_within_group\": 100.0}, {\"attribute6\": \"74\", \"attribute9\": \"60\", \"total_measure\": 82.0, \"share_within_group\": 100.0}, {\"attribute6\": \"8098\", \"attribute9\": \"-18\", \"total_measure\": -14.0, \"share_within_group\": 100.0}, {\"attribute6\": \"85\", \"attribute9\": \"112\", \"total_measure\": 117.0, \"share_within_group\": 100.0}, {\"attribute6\": \"86\", \"attribute9\": \"2\", \"total_measure\": 28.0, \"share_within_group\": 100.0}, {\"attribute6\": \"889\", \"attribute9\": \"2\", \"total_measure\": 28.0, \"share_within_group\": 100.0}, {\"attribute6\": \"91\", \"attribute9\": \"118\", \"total_measure\": 123.0, \"share_within_group\": 100.0}, {\"attribute6\": \"976\", \"attribute9\": \"2\", \"total_measure\": 41.0, \"share_within_group\": 100.0}, {\"attribute6\": \"132\", \"attribute9\": \"112\", \"total_measure\": 117.0, \"share_within_group\": 74.52229299363057}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.98}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..35c2082d0410e528fefd707bee8b9f939654829d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:34:00.167009+00:00", + "ended_at": "2026-05-19T15:34:17.198130+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_c85cc61c4d7658d6", + "problem_id": "v2p_n17_360275b583bb0bed", + "dataset_id": "n17", + "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=attribute6, measure_col=attribute8.", + "bindings": { + "group_col": "attribute6", + "measure_col": "attribute8", + "item_col": "attribute9", + "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": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_d/n17/sql/v2q_n17_c85cc61c4d7658d6.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_c85cc61c4d7658d6", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 12672, + "output_tokens": 531, + "total_tokens": 14680, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17006.11, + "sql_execution_elapsed_ms_total": 20.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a917a98e7455dca3d03967727ac4a1e1c78ed434 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:17.175109+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": 17006.11, "started_at": "2026-05-19T15:34:00.168088+00:00", "ended_at": "2026-05-19T15:34:17.174228+00:00", "prompt_metrics": {"chars": 7068, "bytes_utf8": 7068, "lines": 218, "estimated_tokens": null}, "response_metrics": {"chars": 627, "bytes_utf8": 627, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14149, "cached_input_tokens": 12672, "output_tokens": 531, "reasoning_output_tokens": 364}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute6\\\", \\\"attribute9\\\",\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute8\\\" AS REAL))) OVER (PARTITION BY \\\"attribute6\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute6\\\", \\\"attribute9\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"attribute6\\\", item_col=\\\"attribute9\\\", and measure_col=\\\"attribute8\\\". CAST is applied because the schema stores these numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..820070a964a08e12c182fb42ec7c595c3cf34c1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_c85cc61c4d7658d6", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 12672, + "output_tokens": 531, + "total_tokens": 14680, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17006.11, + "sql_execution_elapsed_ms_total": 20.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fad94598b9627b69517aabc5e6f7cbc8e889173e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=time, group_col_2=attribute5. +Result preview: [{"time": "37", "attribute5": "20", "row_count": 240}, {"time": "37", "attribute5": "24", "row_count": 240}, {"time": "37", "attribute5": "18", "row_count": 183}, {"time": "37", "attribute5": "10", "row_count": 139}, {"time": "37", "attribute5": "16", "row_count": 127}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..068ba0e6082cc62f908fda6c35ab2626c5a14b06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_ca93377235321707 +-- problem_id: v2p_n17_ec73673dbd6907d1 +-- realization_mode: agent +-- source_kind: agent +SELECT "time", "attribute5", COUNT(*) AS row_count +FROM "n17" +WHERE CAST("attribute9" AS REAL) >= 14.0 +GROUP BY "time", "attribute5" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab9fed7b6456c3934e0c9154fd7524a9a937c49b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"time\", \"attribute5\", COUNT(*) AS row_count\nFROM \"n17\"\nWHERE CAST(\"attribute9\" AS REAL) >= 14.0\nGROUP BY \"time\", \"attribute5\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"time\\\", \\\"attribute5\\\", COUNT(*) AS row_count\\nFROM \\\"n17\\\"\\nWHERE CAST(\\\"attribute9\\\" AS REAL) >= 14.0\\nGROUP BY \\\"time\\\", \\\"attribute5\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"time\", \"attribute5\", \"row_count\"], \"rows\": [{\"time\": \"37\", \"attribute5\": \"20\", \"row_count\": 240}, {\"time\": \"37\", \"attribute5\": \"24\", \"row_count\": 240}, {\"time\": \"37\", \"attribute5\": \"18\", \"row_count\": 183}, {\"time\": \"37\", \"attribute5\": \"10\", \"row_count\": 139}, {\"time\": \"37\", \"attribute5\": \"16\", \"row_count\": 127}, {\"time\": \"37\", \"attribute5\": \"8\", \"row_count\": 125}, {\"time\": \"37\", \"attribute5\": \"12\", \"row_count\": 121}, {\"time\": \"37\", \"attribute5\": \"6\", \"row_count\": 85}, {\"time\": \"37\", \"attribute5\": \"0\", \"row_count\": 73}, {\"time\": \"37\", \"attribute5\": \"2\", \"row_count\": 71}, {\"time\": \"55\", \"attribute5\": \"42\", \"row_count\": 69}, {\"time\": \"37\", \"attribute5\": \"-2\", \"row_count\": 65}, {\"time\": \"56\", \"attribute5\": \"42\", \"row_count\": 57}, {\"time\": \"56\", \"attribute5\": \"-4\", \"row_count\": 52}, {\"time\": \"37\", \"attribute5\": \"-4\", \"row_count\": 47}, {\"time\": \"55\", \"attribute5\": \"26\", \"row_count\": 45}, {\"time\": \"55\", \"attribute5\": \"-4\", \"row_count\": 43}, {\"time\": \"55\", \"attribute5\": \"16\", \"row_count\": 41}, {\"time\": \"55\", \"attribute5\": \"20\", \"row_count\": 41}, {\"time\": \"56\", \"attribute5\": \"-2\", \"row_count\": 41}, {\"time\": \"55\", \"attribute5\": \"12\", \"row_count\": 39}, {\"time\": \"56\", \"attribute5\": \"-10\", \"row_count\": 36}, {\"time\": \"55\", \"attribute5\": \"10\", \"row_count\": 35}, {\"time\": \"55\", \"attribute5\": \"38\", \"row_count\": 35}, {\"time\": \"55\", \"attribute5\": \"8\", \"row_count\": 35}, {\"time\": \"55\", \"attribute5\": \"0\", \"row_count\": 34}, {\"time\": \"56\", \"attribute5\": \"-6\", \"row_count\": 34}, {\"time\": \"85\", \"attribute5\": \"2\", \"row_count\": 34}, {\"time\": \"56\", \"attribute5\": \"0\", \"row_count\": 32}, {\"time\": \"55\", \"attribute5\": \"18\", \"row_count\": 31}, {\"time\": \"55\", \"attribute5\": \"24\", \"row_count\": 31}, {\"time\": \"55\", \"attribute5\": \"36\", \"row_count\": 29}, {\"time\": \"55\", \"attribute5\": \"6\", \"row_count\": 29}, {\"time\": \"56\", \"attribute5\": \"-18\", \"row_count\": 28}, {\"time\": \"102\", \"attribute5\": \"70\", \"row_count\": 27}, {\"time\": \"55\", \"attribute5\": \"-22\", \"row_count\": 27}, {\"time\": \"105\", \"attribute5\": \"70\", \"row_count\": 26}, {\"time\": \"55\", \"attribute5\": \"28\", \"row_count\": 26}, {\"time\": \"104\", \"attribute5\": \"70\", \"row_count\": 25}, {\"time\": \"55\", \"attribute5\": \"-2\", \"row_count\": 25}, {\"time\": \"56\", \"attribute5\": \"38\", \"row_count\": 25}, {\"time\": \"56\", \"attribute5\": \"-14\", \"row_count\": 24}, {\"time\": \"56\", \"attribute5\": \"8\", \"row_count\": 24}, {\"time\": \"56\", \"attribute5\": \"-12\", \"row_count\": 23}, {\"time\": \"55\", \"attribute5\": \"-14\", \"row_count\": 22}, {\"time\": \"55\", \"attribute5\": \"-20\", \"row_count\": 22}, {\"time\": \"56\", \"attribute5\": \"24\", \"row_count\": 22}, {\"time\": \"79\", \"attribute5\": \"-42\", \"row_count\": 22}, {\"time\": \"83\", \"attribute5\": \"-4\", \"row_count\": 22}, {\"time\": \"55\", \"attribute5\": \"2\", \"row_count\": 21}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.98}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e7c1be9674a68046c23a4e1fd705df62dfcfde9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:40:17.509645+00:00", + "ended_at": "2026-05-19T15:40:37.462869+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_ca93377235321707", + "problem_id": "v2p_n17_ec73673dbd6907d1", + "dataset_id": "n17", + "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=time, group_col_2=attribute5.", + "bindings": { + "group_col": "time", + "group_col_2": "attribute5", + "predicate_col": "attribute9", + "predicate_op": ">=", + "predicate_value": 14.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=48" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_ca93377235321707.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_ca93377235321707", + "api_calls": 0, + "input_tokens": 14123, + "cached_input_tokens": 12672, + "output_tokens": 432, + "total_tokens": 14555, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19934.75, + "sql_execution_elapsed_ms_total": 11.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2285419fc0f4c1c1020083d146e294f556fbec3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:37.447197+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": 19934.75, "started_at": "2026-05-19T15:40:17.510760+00:00", "ended_at": "2026-05-19T15:40:37.445540+00:00", "prompt_metrics": {"chars": 6961, "bytes_utf8": 6961, "lines": 220, "estimated_tokens": null}, "response_metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14123, "cached_input_tokens": 12672, "output_tokens": 432, "reasoning_output_tokens": 303}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"time\\\", \\\"attribute5\\\", COUNT(*) AS row_count\\nFROM \\\"n17\\\"\\nWHERE CAST(\\\"attribute9\\\" AS REAL) >= 14.0\\nGROUP BY \\\"time\\\", \\\"attribute5\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"time\\\", group_col_2=\\\"attribute5\\\", and predicate on \\\"attribute9\\\". CAST(\\\"attribute9\\\" AS REAL) is applied because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..66d0867fbd1ef316fcf18a46b10b36e274e39d7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_ca93377235321707", + "api_calls": 0, + "input_tokens": 14123, + "cached_input_tokens": 12672, + "output_tokens": 432, + "total_tokens": 14555, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19934.75, + "sql_execution_elapsed_ms_total": 11.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b07af20bf6f656c8fdf0bb36daa13a3091316753 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=attribute8. +Result preview: [{"attribute8": "-14", "support": 1}, {"attribute8": "-191", "support": 1}, {"attribute8": "104", "support": 1}, {"attribute8": "113", "support": 1}, {"attribute8": "4", "support": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b74b0c8651a39a57b3a96a7b616030cff3ef2e0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n17_cb5c48196ea6d23d +-- problem_id: v2p_n17_dba2d5cc208d5425 +-- realization_mode: agent +-- source_kind: agent +SELECT + "attribute8", + COUNT(*) AS support +FROM "n17" +GROUP BY "attribute8" +ORDER BY support ASC, "attribute8" +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32a6a535171ab137397dbaaf1aa675ff95d39b94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute8\",\n COUNT(*) AS support\nFROM \"n17\"\nGROUP BY \"attribute8\"\nORDER BY support ASC, \"attribute8\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"attribute8\\\",\\n COUNT(*) AS support\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute8\\\"\\nORDER BY support ASC, \\\"attribute8\\\"\\nLIMIT 17;\", \"columns\": [\"attribute8\", \"support\"], \"rows\": [{\"attribute8\": \"-14\", \"support\": 1}, {\"attribute8\": \"-191\", \"support\": 1}, {\"attribute8\": \"104\", \"support\": 1}, {\"attribute8\": \"113\", \"support\": 1}, {\"attribute8\": \"4\", \"support\": 1}, {\"attribute8\": \"131\", \"support\": 2}, {\"attribute8\": \"21\", \"support\": 2}, {\"attribute8\": \"116\", \"support\": 4}, {\"attribute8\": \"106\", \"support\": 5}, {\"attribute8\": \"115\", \"support\": 5}, {\"attribute8\": \"119\", \"support\": 7}, {\"attribute8\": \"129\", \"support\": 7}, {\"attribute8\": \"111\", \"support\": 8}, {\"attribute8\": \"118\", \"support\": 8}, {\"attribute8\": \"110\", \"support\": 9}, {\"attribute8\": \"120\", \"support\": 9}, {\"attribute8\": \"130\", \"support\": 9}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.31}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d79b4d400e08061d9ec8e7096fa1f90b756a6440 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:04:03.403863+00:00", + "ended_at": "2026-05-19T16:04:10.856750+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_cb5c48196ea6d23d", + "problem_id": "v2p_n17_dba2d5cc208d5425", + "dataset_id": "n17", + "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=attribute8.", + "bindings": { + "group_col": "attribute8", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=127" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_cb5c48196ea6d23d.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_cb5c48196ea6d23d", + "api_calls": 0, + "input_tokens": 14041, + "cached_input_tokens": 12032, + "output_tokens": 226, + "total_tokens": 14267, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7441.87, + "sql_execution_elapsed_ms_total": 6.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e31ebe699da8050c8bcabc30b4d32ae3b028bd06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:04:10.848716+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": 7441.87, "started_at": "2026-05-19T16:04:03.405542+00:00", "ended_at": "2026-05-19T16:04:10.847452+00:00", "prompt_metrics": {"chars": 6647, "bytes_utf8": 6647, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 318, "bytes_utf8": 318, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14041, "cached_input_tokens": 12032, "output_tokens": 226, "reasoning_output_tokens": 137}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"attribute8\\\",\\n COUNT(*) AS support\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute8\\\"\\nORDER BY support ASC, \\\"attribute8\\\"\\nLIMIT 17;\",\"notes\":\"Applies the Low-Support Group Count template to \\\"attribute8\\\", returning the 17 least-supported groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..33f6e3f5aae1c927bae34edf355e57536ba8ef51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_cb5c48196ea6d23d", + "api_calls": 0, + "input_tokens": 14041, + "cached_input_tokens": 12032, + "output_tokens": 226, + "total_tokens": 14267, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7441.87, + "sql_execution_elapsed_ms_total": 6.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..917f1b9cd66705a71fb93a283c323f8cc813a790 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/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=attribute8, measure_col=attribute8. +Result preview: [{"attribute8": "41", "total_measure": 27224}, {"attribute8": "39", "total_measure": 26637}, {"attribute8": "37", "total_measure": 25937}, {"attribute8": "44", "total_measure": 22396}, {"attribute8": "42", "total_measure": 22050}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b85006626584353f1f7a83d3bf20d83c642f555 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_d003295be581badc +-- problem_id: v2p_n17_ee7c3e77595232d5 +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute8", SUM(CAST("attribute8" AS NUMERIC)) AS total_measure +FROM "n17" +GROUP BY "attribute8" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b3c104ad183fe2db3b9fac0a2fe08dc906e761e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/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 \"attribute8\", SUM(CAST(\"attribute8\" AS NUMERIC)) AS total_measure\nFROM \"n17\"\nGROUP BY \"attribute8\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute8\\\", SUM(CAST(\\\"attribute8\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute8\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"attribute8\", \"total_measure\"], \"rows\": [{\"attribute8\": \"41\", \"total_measure\": 27224}, {\"attribute8\": \"39\", \"total_measure\": 26637}, {\"attribute8\": \"37\", \"total_measure\": 25937}, {\"attribute8\": \"44\", \"total_measure\": 22396}, {\"attribute8\": \"42\", \"total_measure\": 22050}, {\"attribute8\": \"35\", \"total_measure\": 20020}, {\"attribute8\": \"46\", \"total_measure\": 18170}, {\"attribute8\": \"43\", \"total_measure\": 15953}, {\"attribute8\": \"32\", \"total_measure\": 15744}, {\"attribute8\": \"48\", \"total_measure\": 15600}, {\"attribute8\": \"34\", \"total_measure\": 15470}, {\"attribute8\": \"40\", \"total_measure\": 14400}, {\"attribute8\": \"38\", \"total_measure\": 13490}, {\"attribute8\": \"45\", \"total_measure\": 12285}, {\"attribute8\": \"36\", \"total_measure\": 12276}, {\"attribute8\": \"50\", \"total_measure\": 11900}, {\"attribute8\": \"49\", \"total_measure\": 11858}, {\"attribute8\": \"55\", \"total_measure\": 11385}, {\"attribute8\": \"30\", \"total_measure\": 11370}, {\"attribute8\": \"86\", \"total_measure\": 11352}, {\"attribute8\": \"57\", \"total_measure\": 10374}, {\"attribute8\": \"51\", \"total_measure\": 10353}, {\"attribute8\": \"33\", \"total_measure\": 10098}, {\"attribute8\": \"83\", \"total_measure\": 10043}, {\"attribute8\": \"54\", \"total_measure\": 9504}, {\"attribute8\": \"66\", \"total_measure\": 9240}, {\"attribute8\": \"72\", \"total_measure\": 9072}, {\"attribute8\": \"59\", \"total_measure\": 9027}, {\"attribute8\": \"88\", \"total_measure\": 8624}, {\"attribute8\": \"47\", \"total_measure\": 8413}, {\"attribute8\": \"79\", \"total_measure\": 8216}, {\"attribute8\": \"75\", \"total_measure\": 8175}, {\"attribute8\": \"92\", \"total_measure\": 8096}, {\"attribute8\": \"78\", \"total_measure\": 7800}, {\"attribute8\": \"52\", \"total_measure\": 7800}, {\"attribute8\": \"70\", \"total_measure\": 7700}, {\"attribute8\": \"53\", \"total_measure\": 7473}, {\"attribute8\": \"81\", \"total_measure\": 7452}, {\"attribute8\": \"69\", \"total_measure\": 7383}, {\"attribute8\": \"77\", \"total_measure\": 7238}, {\"attribute8\": \"71\", \"total_measure\": 7171}, {\"attribute8\": \"62\", \"total_measure\": 7068}, {\"attribute8\": \"85\", \"total_measure\": 7055}, {\"attribute8\": \"64\", \"total_measure\": 6976}, {\"attribute8\": \"63\", \"total_measure\": 6678}, {\"attribute8\": \"84\", \"total_measure\": 6300}, {\"attribute8\": \"68\", \"total_measure\": 6256}, {\"attribute8\": \"67\", \"total_measure\": 6231}, {\"attribute8\": \"60\", \"total_measure\": 6180}, {\"attribute8\": \"82\", \"total_measure\": 6150}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.38}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4bdf40feca0c1c0a10a84e05ff1d10ac71eb3451 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:31:19.091890+00:00", + "ended_at": "2026-05-19T15:31:29.279802+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_d003295be581badc", + "problem_id": "v2p_n17_ee7c3e77595232d5", + "dataset_id": "n17", + "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=attribute8, measure_col=attribute8.", + "bindings": { + "group_col": "attribute8", + "measure_col": "attribute8", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=7" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_d003295be581badc.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_d003295be581badc", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 461, + "total_tokens": 14492, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10166.16, + "sql_execution_elapsed_ms_total": 15.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..882900b5fca35c5029e5add22b395cd88655a5c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:29.261355+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": 10166.16, "started_at": "2026-05-19T15:31:19.093625+00:00", "ended_at": "2026-05-19T15:31:29.259822+00:00", "prompt_metrics": {"chars": 6663, "bytes_utf8": 6663, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 461, "reasoning_output_tokens": 362}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute8\\\", SUM(CAST(\\\"attribute8\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute8\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the grouped numeric sum template with \\\"attribute8\\\" as both the grouping column and measure column. The measure is cast to NUMERIC because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0ab3437e48d9a1068dc9d29911a72b256f4e47e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_d003295be581badc", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 461, + "total_tokens": 14492, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10166.16, + "sql_execution_elapsed_ms_total": 15.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2fc1802da9632e6dfb2e911e0691aab8e1e95e9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/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": "2026-05-19T16:05:51.252805+00:00", + "ended_at": "2026-05-19T16:05:54.409205+00:00", + "elapsed_ms": 3156.37, + "returncode": 1, + "prompt_metrics": { + "chars": 6742, + "bytes_utf8": 6742, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2f3ccdbb1f7f53fcb8a857052687f299024fac07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/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": "2026-05-19T16:05:55.411865+00:00", + "ended_at": "2026-05-19T16:05:58.644868+00:00", + "elapsed_ms": 3232.95, + "returncode": 1, + "prompt_metrics": { + "chars": 6742, + "bytes_utf8": 6742, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6f3526cce400b9f5903d2eeed6c8f71eac2fcf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=attribute8, measure_col=attribute3.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute8", + "measure_col": "attribute3", + "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": 89.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6f3526cce400b9f5903d2eeed6c8f71eac2fcf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=attribute8, measure_col=attribute3.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute8", + "measure_col": "attribute3", + "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": 89.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..46ac5f21916ae01b313a0e26bc4dc64d20b921c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-8516-7d52-97fe-35e21f27eb5d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8374b319c86df1b77a8c0f0de728439e1dbfbae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-8516-7d52-97fe-35e21f27eb5d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..36eefbcef56e8efc616ac76d96f4629f4fd51533 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-9555-7d03-96e4-d56b9a52314b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ecbf851edcf721316a36511a5d10cc0492f14431 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:05:51.251677+00:00", + "ended_at": "2026-05-19T16:05:58.646150+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_d35f2c8c22245774", + "problem_id": "v2p_n17_83b3cfbeb052646f", + "dataset_id": "n17", + "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=attribute8, measure_col=attribute3.", + "bindings": { + "group_col": "attribute8", + "measure_col": "attribute3", + "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": 89.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bff130a057360e4fed762126aa51d6ef3d0f8631 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d35f2c8c22245774/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:54.409914+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3156.37, "started_at": "2026-05-19T16:05:51.252805+00:00", "ended_at": "2026-05-19T16:05:54.409205+00:00", "prompt_metrics": {"chars": 6742, "bytes_utf8": 6742, "lines": 216, "estimated_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-8516-7d52-97fe-35e21f27eb5d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:58.646046+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3232.95, "started_at": "2026-05-19T16:05:55.411865+00:00", "ended_at": "2026-05-19T16:05:58.644868+00:00", "prompt_metrics": {"chars": 6742, "bytes_utf8": 6742, "lines": 216, "estimated_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-9555-7d03-96e4-d56b9a52314b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..51299fe9ff4efc046da489f6ce006606611077df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/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=attribute3, measure_col=attribute6. +Result preview: [{"attribute3": "102", "attribute7": "61", "total_measure": 47.0, "share_within_group": 4700.0}, {"attribute3": "102", "attribute7": "57", "total_measure": 38.0, "share_within_group": 3800.0}, {"attribute3": "102", "attribute7": "64", "total_measure": 34.0, "share_within_group": 3400.0}, {"attribute3": "102", "attribute7": "1", "total_measure": 14.0, "share_within_group": 1400.0}, {"attribute3": "105", "attribute7": "1", "total_measure": -86.0, "share_within_group": 1075.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d54265d6703f551f945ba8fbeb4e401339b9c831 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_d39ceb4cacb5736c +-- problem_id: v2p_n17_02ebde614f986765 +-- realization_mode: agent +-- source_kind: agent +SELECT + "attribute3", + "attribute7", + SUM(CAST("attribute6" AS REAL)) AS total_measure, + SUM(CAST("attribute6" AS REAL)) * 100.0 / SUM(SUM(CAST("attribute6" AS REAL))) OVER (PARTITION BY "attribute3") AS share_within_group +FROM "n17" +GROUP BY "attribute3", "attribute7" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc4865afb3ae33abce972fd6d5573c7159bed28e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/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 \"attribute3\",\n \"attribute7\",\n SUM(CAST(\"attribute6\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute6\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute6\" AS REAL))) OVER (PARTITION BY \"attribute3\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute3\", \"attribute7\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"attribute3\\\",\\n \\\"attribute7\\\",\\n SUM(CAST(\\\"attribute6\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute6\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute6\\\" AS REAL))) OVER (PARTITION BY \\\"attribute3\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\", \\\"attribute7\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"attribute3\", \"attribute7\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"attribute3\": \"102\", \"attribute7\": \"61\", \"total_measure\": 47.0, \"share_within_group\": 4700.0}, {\"attribute3\": \"102\", \"attribute7\": \"57\", \"total_measure\": 38.0, \"share_within_group\": 3800.0}, {\"attribute3\": \"102\", \"attribute7\": \"64\", \"total_measure\": 34.0, \"share_within_group\": 3400.0}, {\"attribute3\": \"102\", \"attribute7\": \"1\", \"total_measure\": 14.0, \"share_within_group\": 1400.0}, {\"attribute3\": \"105\", \"attribute7\": \"1\", \"total_measure\": -86.0, \"share_within_group\": 1075.0}, {\"attribute3\": \"102\", \"attribute7\": \"59\", \"total_measure\": 7.0, \"share_within_group\": 700.0}, {\"attribute3\": \"78\", \"attribute7\": \"41\", \"total_measure\": 228.0, \"share_within_group\": 651.4285714285714}, {\"attribute3\": \"87\", \"attribute7\": \"46\", \"total_measure\": 121.0, \"share_within_group\": 576.1904761904761}, {\"attribute3\": \"87\", \"attribute7\": \"38\", \"total_measure\": 93.0, \"share_within_group\": 442.85714285714283}, {\"attribute3\": \"75\", \"attribute7\": \"38\", \"total_measure\": 237.0, \"share_within_group\": 401.6949152542373}, {\"attribute3\": \"78\", \"attribute7\": \"27\", \"total_measure\": 133.0, \"share_within_group\": 380.0}, {\"attribute3\": \"106\", \"attribute7\": \"69\", \"total_measure\": -504.0, \"share_within_group\": 284.7457627118644}, {\"attribute3\": \"74\", \"attribute7\": \"37\", \"total_measure\": 72.0, \"share_within_group\": 276.9230769230769}, {\"attribute3\": \"87\", \"attribute7\": \"44\", \"total_measure\": 44.0, \"share_within_group\": 209.52380952380952}, {\"attribute3\": \"78\", \"attribute7\": \"33\", \"total_measure\": 71.0, \"share_within_group\": 202.85714285714286}, {\"attribute3\": \"87\", \"attribute7\": \"36\", \"total_measure\": 39.0, \"share_within_group\": 185.71428571428572}, {\"attribute3\": \"96\", \"attribute7\": \"41\", \"total_measure\": -275.0, \"share_within_group\": 160.8187134502924}, {\"attribute3\": \"78\", \"attribute7\": \"35\", \"total_measure\": 56.0, \"share_within_group\": 160.0}, {\"attribute3\": \"78\", \"attribute7\": \"30\", \"total_measure\": 47.0, \"share_within_group\": 134.28571428571428}, {\"attribute3\": \"93\", \"attribute7\": \"55\", \"total_measure\": 225.0, \"share_within_group\": 132.35294117647058}, {\"attribute3\": \"79\", \"attribute7\": \"42\", \"total_measure\": 525.0, \"share_within_group\": 117.4496644295302}, {\"attribute3\": \"98\", \"attribute7\": \"42\", \"total_measure\": 127.0, \"share_within_group\": 116.5137614678899}, {\"attribute3\": \"104\", \"attribute7\": \"66\", \"total_measure\": 121.0, \"share_within_group\": 116.34615384615384}, {\"attribute3\": \"97\", \"attribute7\": \"41\", \"total_measure\": 472.0, \"share_within_group\": 114.5631067961165}, {\"attribute3\": \"99\", \"attribute7\": \"56\", \"total_measure\": -25.0, \"share_within_group\": 113.63636363636364}, {\"attribute3\": \"110\", \"attribute7\": \"46\", \"total_measure\": -27.0, \"share_within_group\": 112.5}, {\"attribute3\": \"78\", \"attribute7\": \"25\", \"total_measure\": 39.0, \"share_within_group\": 111.42857142857143}, {\"attribute3\": \"73\", \"attribute7\": \"18\", \"total_measure\": -31.0, \"share_within_group\": 110.71428571428571}, {\"attribute3\": \"113\", \"attribute7\": \"49\", \"total_measure\": 63.0, \"share_within_group\": 108.62068965517241}, {\"attribute3\": \"83\", \"attribute7\": \"4\", \"total_measure\": -17733.0, \"share_within_group\": 102.53252385082394}, {\"attribute3\": \"85\", \"attribute7\": \"41\", \"total_measure\": 12997.0, \"share_within_group\": 100.60376190107594}, {\"attribute3\": \"80\", \"attribute7\": \"43\", \"total_measure\": 399.0, \"share_within_group\": 100.50377833753149}, {\"attribute3\": \"118\", \"attribute7\": \"73\", \"total_measure\": 15164.0, \"share_within_group\": 100.0}, {\"attribute3\": \"40\", \"attribute7\": \"4\", \"total_measure\": -10.0, \"share_within_group\": 100.0}, {\"attribute3\": \"64\", \"attribute7\": \"21\", \"total_measure\": -6.0, \"share_within_group\": 100.0}, {\"attribute3\": \"103\", \"attribute7\": \"1\", \"total_measure\": 93.0, \"share_within_group\": 93.0}, {\"attribute3\": \"76\", \"attribute7\": \"20\", \"total_measure\": 2317.0, \"share_within_group\": 90.33138401559454}, {\"attribute3\": \"88\", \"attribute7\": \"42\", \"total_measure\": 2235.0, \"share_within_group\": 85.99461331281262}, {\"attribute3\": \"87\", \"attribute7\": \"32\", \"total_measure\": 18.0, \"share_within_group\": 85.71428571428571}, {\"attribute3\": \"112\", \"attribute7\": \"46\", \"total_measure\": 20.0, \"share_within_group\": 83.33333333333333}, {\"attribute3\": \"84\", \"attribute7\": \"4\", \"total_measure\": -1636.0, \"share_within_group\": 82.33517866129844}, {\"attribute3\": \"99\", \"attribute7\": \"61\", \"total_measure\": -18.0, \"share_within_group\": 81.81818181818181}, {\"attribute3\": \"110\", \"attribute7\": \"62\", \"total_measure\": -19.0, \"share_within_group\": 79.16666666666667}, {\"attribute3\": \"89\", \"attribute7\": \"45\", \"total_measure\": -129.0, \"share_within_group\": 78.18181818181819}, {\"attribute3\": \"78\", \"attribute7\": \"32\", \"total_measure\": 27.0, \"share_within_group\": 77.14285714285714}, {\"attribute3\": \"77\", \"attribute7\": \"39\", \"total_measure\": 13231.0, \"share_within_group\": 76.3165484224491}, {\"attribute3\": \"105\", \"attribute7\": \"-18\", \"total_measure\": -6.0, \"share_within_group\": 75.0}, {\"attribute3\": \"82\", \"attribute7\": \"26\", \"total_measure\": 781.0, \"share_within_group\": 64.70588235294117}, {\"attribute3\": \"91\", \"attribute7\": \"35\", \"total_measure\": 66.0, \"share_within_group\": 64.70588235294117}, {\"attribute3\": \"92\", \"attribute7\": \"54\", \"total_measure\": 222.0, \"share_within_group\": 63.06818181818182}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 21.43}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..990ce9b8b25384e3701dbef0ba41ffdc55ce6bae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:37:17.895889+00:00", + "ended_at": "2026-05-19T15:37:36.084259+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_d39ceb4cacb5736c", + "problem_id": "v2p_n17_02ebde614f986765", + "dataset_id": "n17", + "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=attribute3, measure_col=attribute6.", + "bindings": { + "group_col": "attribute3", + "measure_col": "attribute6", + "item_col": "attribute7", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "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_d/n17/sql/v2q_n17_d39ceb4cacb5736c.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_d39ceb4cacb5736c", + "api_calls": 0, + "input_tokens": 14150, + "cached_input_tokens": 12032, + "output_tokens": 681, + "total_tokens": 14831, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18161.05, + "sql_execution_elapsed_ms_total": 21.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee7c8d302d4088042f53027b9a9e5d572dc63ef0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:36.059967+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": 18161.05, "started_at": "2026-05-19T15:37:17.897750+00:00", "ended_at": "2026-05-19T15:37:36.058841+00:00", "prompt_metrics": {"chars": 7072, "bytes_utf8": 7072, "lines": 218, "estimated_tokens": null}, "response_metrics": {"chars": 584, "bytes_utf8": 584, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14150, "cached_input_tokens": 12032, "output_tokens": 681, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"attribute3\\\",\\n \\\"attribute7\\\",\\n SUM(CAST(\\\"attribute6\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute6\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute6\\\" AS REAL))) OVER (PARTITION BY \\\"attribute3\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\", \\\"attribute7\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"attribute3\\\", item_col=\\\"attribute7\\\", and measure_col=\\\"attribute6\\\". Cast \\\"attribute6\\\" from TEXT to REAL so SQLite aggregates numerically.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d500f87a7b10b451f53a488237dc9acb8f34655b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_d39ceb4cacb5736c", + "api_calls": 0, + "input_tokens": 14150, + "cached_input_tokens": 12032, + "output_tokens": 681, + "total_tokens": 14831, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18161.05, + "sql_execution_elapsed_ms_total": 21.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d93b2df2ecbf7a74/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d93b2df2ecbf7a74/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..edfd02f0db406b26e4842c7c045709d7b0e7d706 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d93b2df2ecbf7a74/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 4555, "support_share": 0.31413793103448273, "cumulative_support": 4555}, {"value_label": "-4", "support": 360, "support_share": 0.02482758620689655, "cumulative_support": 4915}, {"value_label": "-1", "support": 344, "support_share": 0.02372413793103448, "cumulative_support": 5259}, {"value_label": "1", "support": 341, "support_share": 0.023517241379310345, "cumulative_support": 5600}, {"value_label": "-3", "support": 296, "support_share": 0.020413793103448277, "cumulative_support": 5896}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d93b2df2ecbf7a74/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d93b2df2ecbf7a74/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ef1c594f2c155789e78b3ab585ecf053dc5f4102 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d93b2df2ecbf7a74/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_d93b2df2ecbf7a74 +-- problem_id: v2p_n17_49feb62f1418612b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "attribute6" AS value_label, COUNT(*) AS support + FROM "n17" + GROUP BY "attribute6" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d93b2df2ecbf7a74/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d93b2df2ecbf7a74/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9553faf71a4a6e78fb5dc7d2465d0a1cd146c80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d93b2df2ecbf7a74/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_d\n-- sql_source_dataset_id: n17\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_n17_d93b2df2ecbf7a74\n-- problem_id: v2p_n17_49feb62f1418612b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"attribute6\" AS value_label, COUNT(*) AS support\n FROM \"n17\"\n GROUP BY \"attribute6\"\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_d\\n-- sql_source_dataset_id: n17\\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_n17_d93b2df2ecbf7a74\\n-- problem_id: v2p_n17_49feb62f1418612b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"attribute6\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute6\\\"\\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\": 4555, \"support_share\": 0.31413793103448273, \"cumulative_support\": 4555}, {\"value_label\": \"-4\", \"support\": 360, \"support_share\": 0.02482758620689655, \"cumulative_support\": 4915}, {\"value_label\": \"-1\", \"support\": 344, \"support_share\": 0.02372413793103448, \"cumulative_support\": 5259}, {\"value_label\": \"1\", \"support\": 341, \"support_share\": 0.023517241379310345, \"cumulative_support\": 5600}, {\"value_label\": \"-3\", \"support\": 296, \"support_share\": 0.020413793103448277, \"cumulative_support\": 5896}, {\"value_label\": \"-2\", \"support\": 290, \"support_share\": 0.02, \"cumulative_support\": 6186}, {\"value_label\": \"5\", \"support\": 285, \"support_share\": 0.019655172413793102, \"cumulative_support\": 6471}, {\"value_label\": \"-6\", \"support\": 281, \"support_share\": 0.019379310344827587, \"cumulative_support\": 6752}, {\"value_label\": \"2\", \"support\": 277, \"support_share\": 0.019103448275862068, \"cumulative_support\": 7029}, {\"value_label\": \"6\", \"support\": 275, \"support_share\": 0.01896551724137931, \"cumulative_support\": 7304}, {\"value_label\": \"4\", \"support\": 250, \"support_share\": 0.017241379310344827, \"cumulative_support\": 7554}, {\"value_label\": \"3\", \"support\": 249, \"support_share\": 0.01717241379310345, \"cumulative_support\": 7803}, {\"value_label\": \"-5\", \"support\": 239, \"support_share\": 0.016482758620689656, \"cumulative_support\": 8042}, {\"value_label\": \"7\", \"support\": 236, \"support_share\": 0.016275862068965516, \"cumulative_support\": 8278}, {\"value_label\": \"8\", \"support\": 226, \"support_share\": 0.015586206896551724, \"cumulative_support\": 8504}, {\"value_label\": \"9\", \"support\": 216, \"support_share\": 0.014896551724137931, \"cumulative_support\": 8720}, {\"value_label\": \"-7\", \"support\": 214, \"support_share\": 0.014758620689655172, \"cumulative_support\": 8934}, {\"value_label\": \"11\", \"support\": 192, \"support_share\": 0.013241379310344827, \"cumulative_support\": 9126}, {\"value_label\": \"-9\", \"support\": 191, \"support_share\": 0.013172413793103448, \"cumulative_support\": 9317}, {\"value_label\": \"-8\", \"support\": 184, \"support_share\": 0.012689655172413793, \"cumulative_support\": 9501}, {\"value_label\": \"12\", \"support\": 177, \"support_share\": 0.012206896551724139, \"cumulative_support\": 9678}, {\"value_label\": \"-10\", \"support\": 173, \"support_share\": 0.011931034482758621, \"cumulative_support\": 9851}, {\"value_label\": \"-12\", \"support\": 171, \"support_share\": 0.011793103448275862, \"cumulative_support\": 10022}, {\"value_label\": \"10\", \"support\": 169, \"support_share\": 0.011655172413793104, \"cumulative_support\": 10191}, {\"value_label\": \"13\", \"support\": 166, \"support_share\": 0.011448275862068966, \"cumulative_support\": 10357}, {\"value_label\": \"-11\", \"support\": 165, \"support_share\": 0.011379310344827587, \"cumulative_support\": 10522}, {\"value_label\": \"14\", \"support\": 155, \"support_share\": 0.010689655172413793, \"cumulative_support\": 10677}, {\"value_label\": \"15\", \"support\": 155, \"support_share\": 0.010689655172413793, \"cumulative_support\": 10832}, {\"value_label\": \"-30\", \"support\": 151, \"support_share\": 0.010413793103448275, \"cumulative_support\": 10983}, {\"value_label\": \"16\", \"support\": 148, \"support_share\": 0.010206896551724139, \"cumulative_support\": 11131}, {\"value_label\": \"-14\", \"support\": 143, \"support_share\": 0.00986206896551724, \"cumulative_support\": 11274}, {\"value_label\": \"-13\", \"support\": 142, \"support_share\": 0.009793103448275862, \"cumulative_support\": 11416}, {\"value_label\": \"-19\", \"support\": 133, \"support_share\": 0.009172413793103448, \"cumulative_support\": 11549}, {\"value_label\": \"17\", \"support\": 128, \"support_share\": 0.008827586206896552, \"cumulative_support\": 11677}, {\"value_label\": \"-15\", \"support\": 126, \"support_share\": 0.008689655172413793, \"cumulative_support\": 11803}, {\"value_label\": \"-16\", \"support\": 125, \"support_share\": 0.008620689655172414, \"cumulative_support\": 11928}, {\"value_label\": \"-17\", \"support\": 120, \"support_share\": 0.008275862068965517, \"cumulative_support\": 12048}, {\"value_label\": \"22\", \"support\": 120, \"support_share\": 0.008275862068965517, \"cumulative_support\": 12168}, {\"value_label\": \"31\", \"support\": 120, \"support_share\": 0.008275862068965517, \"cumulative_support\": 12288}, {\"value_label\": \"18\", \"support\": 117, \"support_share\": 0.008068965517241379, \"cumulative_support\": 12405}, {\"value_label\": \"-18\", \"support\": 115, \"support_share\": 0.007931034482758621, \"cumulative_support\": 12520}, {\"value_label\": \"-20\", \"support\": 115, \"support_share\": 0.007931034482758621, \"cumulative_support\": 12635}, {\"value_label\": \"-24\", \"support\": 113, \"support_share\": 0.007793103448275862, \"cumulative_support\": 12748}, {\"value_label\": \"19\", \"support\": 113, \"support_share\": 0.007793103448275862, \"cumulative_support\": 12861}, {\"value_label\": \"-22\", \"support\": 112, \"support_share\": 0.007724137931034483, \"cumulative_support\": 12973}, {\"value_label\": \"20\", \"support\": 112, \"support_share\": 0.007724137931034483, \"cumulative_support\": 13085}, {\"value_label\": \"21\", \"support\": 106, \"support_share\": 0.007310344827586207, \"cumulative_support\": 13191}, {\"value_label\": \"24\", \"support\": 104, \"support_share\": 0.007172413793103448, \"cumulative_support\": 13295}, {\"value_label\": \"-23\", \"support\": 103, \"support_share\": 0.007103448275862069, \"cumulative_support\": 13398}, {\"value_label\": \"23\", \"support\": 98, \"support_share\": 0.006758620689655172, \"cumulative_support\": 13496}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.98}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d93b2df2ecbf7a74/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d93b2df2ecbf7a74/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2920d6f010c170c36f64ca0e94fe1d13cab08009 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d93b2df2ecbf7a74/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:06:55.755916+00:00", + "ended_at": "2026-05-19T16:06:55.762737+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_d93b2df2ecbf7a74", + "problem_id": "v2p_n17_49feb62f1418612b", + "dataset_id": "n17", + "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=attribute6.", + "bindings": { + "group_col": "attribute6" + }, + "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_d/n17/sql/v2q_n17_d93b2df2ecbf7a74.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_d/n17/artifacts/v2q_n17_d93b2df2ecbf7a74/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d93b2df2ecbf7a74/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d93b2df2ecbf7a74/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_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7cec9d95b650f173ab03af86f9e9cd1a233124a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6659, "bytes_utf8": 6659, "lines": 216, "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": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 306, "reasoning_output_tokens": 200}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f05d9904b3e86e25f2b995bbe0d483cf147e3631 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_da2bdf46d17ea36d", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 306, + "total_tokens": 14337, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7995.99, + "sql_execution_elapsed_ms_total": 12.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ede36a00741d1636cafe652744c7202cfbbc3f25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/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": "2026-05-19T15:29:25.173212+00:00", + "ended_at": "2026-05-19T15:29:33.169252+00:00", + "elapsed_ms": 7995.99, + "prompt_metrics": { + "chars": 6659, + "bytes_utf8": 6659, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 755, + "bytes_utf8": 755, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 393, + "bytes_utf8": 393, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 306, + "reasoning_output_tokens": 200 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ab3aebca7f020b01a4d9d8e363acbadc2637fb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=attribute4, measure_col=attribute4.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "attribute4", + "measure_col": "attribute4", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7f00c21fb589bee1efdbb4170e17afbe601c98f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-29d0-71e3-bce3-b01e9ab6bffa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute4\\\", SUM(CAST(\\\"attribute4\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col and measure_col both bound to \\\"attribute4\\\". Cast \\\"attribute4\\\" to REAL for SUM because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14031,"cached_input_tokens":12032,"output_tokens":306,"reasoning_output_tokens":200}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..faad2609e0cddbd091e6be62192b666d9a86f047 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"attribute4\", SUM(CAST(\"attribute4\" AS REAL)) AS \"total_measure\"\nFROM \"n17\"\nGROUP BY \"attribute4\"\nORDER BY \"total_measure\" DESC;","notes":"Used the planned Grouped Numeric Sum template with group_col and measure_col both bound to \"attribute4\". Cast \"attribute4\" to REAL for SUM because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da2bdf46d17ea36d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d56ccb3e0b26a12a5a53ba15e0934ddc77d2af87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6842, "bytes_utf8": 6842, "lines": 216, "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": 1287, "bytes_utf8": 1287, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14069, "cached_input_tokens": 12672, "output_tokens": 2071, "reasoning_output_tokens": 1695}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dcaca4ed8f445a274022a276a80b285c52cfca0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_da63540c483282ae", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 2071, + "total_tokens": 16140, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33089.63, + "sql_execution_elapsed_ms_total": 41.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e89aa7bfd28ef744619c43db8b888ce559ed8025 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/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": "2026-05-19T15:52:50.453206+00:00", + "ended_at": "2026-05-19T15:53:23.542868+00:00", + "elapsed_ms": 33089.63, + "prompt_metrics": { + "chars": 6842, + "bytes_utf8": 6842, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1787, + "bytes_utf8": 1787, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1287, + "bytes_utf8": 1287, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 2071, + "reasoning_output_tokens": 1695 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5575b0de258c1fae610086e79c64776cdebcaefa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=attribute8, measure_col=attribute7.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute8", + "measure_col": "attribute7", + "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": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d822e01cada49123a4d8b856565ab99c78de97e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-9b3f-7db1-93f4-d8833b0191f5"} +{"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 \\\"attribute8\\\" AS \\\"attribute8\\\",\\n CAST(\\\"attribute7\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"attribute8\\\"\\n ORDER BY CAST(\\\"attribute7\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"attribute8\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute8\\\" IS NOT NULL\\n AND \\\"attribute7\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT\\n \\\"attribute8\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) +\\n CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"attribute8\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"targets\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"attribute8\\\"\\nHAVING MAX(\\\"cnt\\\") >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Uses the planned grouped-percentile pattern with group_col=\\\"attribute8\\\" and measure_col=\\\"attribute7\\\". Because SQLite does not support PERCENTILE_CONT, the query emulates the 95th percentile with nearest-rank logic after casting the TEXT measure to REAL, and keeps only groups with at least 5 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14069,"cached_input_tokens":12672,"output_tokens":2071,"reasoning_output_tokens":1695}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a4b62481e9ec198189562a0f88755aa0d0d5ef7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"attribute8\" AS \"attribute8\",\n CAST(\"attribute7\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"attribute8\"\n ORDER BY CAST(\"attribute7\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"attribute8\"\n ) AS \"cnt\"\n FROM \"n17\"\n WHERE \"attribute8\" IS NOT NULL\n AND \"attribute7\" IS NOT NULL\n),\n\"targets\" AS (\n SELECT\n \"attribute8\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(0.95 * \"cnt\" AS INTEGER) +\n CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"attribute8\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"targets\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"attribute8\"\nHAVING MAX(\"cnt\") >= 5\nORDER BY \"percentile_measure\" DESC;","notes":"Uses the planned grouped-percentile pattern with group_col=\"attribute8\" and measure_col=\"attribute7\". Because SQLite does not support PERCENTILE_CONT, the query emulates the 95th percentile with nearest-rank logic after casting the TEXT measure to REAL, and keeps only groups with at least 5 rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_da63540c483282ae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae964901dea8fb3003e6e10f858fafdbcc5555ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6842, "bytes_utf8": 6842, "lines": 216, "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": 1002, "bytes_utf8": 1002, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14069, "cached_input_tokens": 12032, "output_tokens": 2742, "reasoning_output_tokens": 2444}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d1ef7520013eda42b16f0a8b606aa86450829f7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_dcdaa8b8da1c3402", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 12032, + "output_tokens": 2742, + "total_tokens": 16811, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 45075.01, + "sql_execution_elapsed_ms_total": 45.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4949d22183b04648b714b1f1b7f7efcbc52fb940 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/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": "2026-05-19T15:50:52.021453+00:00", + "ended_at": "2026-05-19T15:51:37.096496+00:00", + "elapsed_ms": 45075.01, + "prompt_metrics": { + "chars": 6842, + "bytes_utf8": 6842, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1469, + "bytes_utf8": 1469, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1002, + "bytes_utf8": 1002, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14069, + "cached_input_tokens": 12032, + "output_tokens": 2742, + "reasoning_output_tokens": 2444 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39e1e0fb45f9c951af71b5c6b35d8935c659f9ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=attribute6, measure_col=attribute5.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute6", + "measure_col": "attribute5", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e19b0545d3d083d1dcdc65a2ea7caf784ba01c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-cc8d-7b53-969d-c02f0d095e31"} +{"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 \\\"attribute6\\\",\\n CAST(\\\"attribute5\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"attribute6\\\"\\n ORDER BY CAST(\\\"attribute5\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"attribute6\\\") AS \\\"cnt\\\"\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute6\\\" IS NOT NULL\\n AND \\\"attribute5\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"attribute6\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\",\\n \\\"cnt\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((((\\\"cnt\\\" * 95) + 99) / 100) AS INTEGER)\\n)\\nSELECT\\n \\\"attribute6\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC, CAST(\\\"attribute6\\\" AS REAL) ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"attribute6\\\" group on numeric-cast \\\"attribute5\\\", with the provided minimum group size of 5 applied.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14069,"cached_input_tokens":12032,"output_tokens":2742,"reasoning_output_tokens":2444}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45da6cd76eca23d71cfb7df1f8db0355265f429b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"attribute6\",\n CAST(\"attribute5\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"attribute6\"\n ORDER BY CAST(\"attribute5\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"attribute6\") AS \"cnt\"\n FROM \"n17\"\n WHERE \"attribute6\" IS NOT NULL\n AND \"attribute5\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"attribute6\",\n \"measure_value\" AS \"percentile_measure\",\n \"cnt\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((((\"cnt\" * 95) + 99) / 100) AS INTEGER)\n)\nSELECT\n \"attribute6\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC, CAST(\"attribute6\" AS REAL) ASC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \"attribute6\" group on numeric-cast \"attribute5\", with the provided minimum group size of 5 applied."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcdaa8b8da1c3402/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bec0faba871a8d31d871d445d44b0c3582258a2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/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=attribute2, measure_col=attribute5. +Result preview: [{"attribute2": "16", "attribute6": "0", "total_measure": 28.0, "share_within_group": 466.6666666666667}, {"attribute2": "13", "attribute6": "0", "total_measure": 50.0, "share_within_group": 178.57142857142858}, {"attribute2": "-13", "attribute6": "0", "total_measure": 44.0, "share_within_group": 129.41176470588235}, {"attribute2": "10", "attribute6": "0", "total_measure": 100.0, "share_within_group": 128.2051282051282}, {"attribute2": "-11", "attribute6": "0", "total_measure": 46.0, "share_within_group": 115.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a7d7e5ea9176016696ada4bfbdb40e4313c94640 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/generated_sql.sql @@ -0,0 +1,27 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_dcf508d08e6ddc69 +-- problem_id: v2p_n17_0ae14313d1cf304f +-- realization_mode: agent +-- source_kind: agent +SELECT + "attribute2", + "attribute6", + total_measure, + total_measure * 100.0 / SUM(total_measure) OVER (PARTITION BY "attribute2") AS share_within_group +FROM ( + SELECT + "attribute2", + "attribute6", + SUM(CAST("attribute5" AS REAL)) AS total_measure + FROM "n17" + GROUP BY "attribute2", "attribute6" +) +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..963843b4091a97dd1b4bfedc353801348c0fd572 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/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 \"attribute2\",\n \"attribute6\",\n total_measure,\n total_measure * 100.0 / SUM(total_measure) OVER (PARTITION BY \"attribute2\") AS share_within_group\nFROM (\n SELECT\n \"attribute2\",\n \"attribute6\",\n SUM(CAST(\"attribute5\" AS REAL)) AS total_measure\n FROM \"n17\"\n GROUP BY \"attribute2\", \"attribute6\"\n)\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"attribute2\\\",\\n \\\"attribute6\\\",\\n total_measure,\\n total_measure * 100.0 / SUM(total_measure) OVER (PARTITION BY \\\"attribute2\\\") AS share_within_group\\nFROM (\\n SELECT\\n \\\"attribute2\\\",\\n \\\"attribute6\\\",\\n SUM(CAST(\\\"attribute5\\\" AS REAL)) AS total_measure\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute2\\\", \\\"attribute6\\\"\\n)\\nORDER BY share_within_group DESC;\", \"columns\": [\"attribute2\", \"attribute6\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"attribute2\": \"16\", \"attribute6\": \"0\", \"total_measure\": 28.0, \"share_within_group\": 466.6666666666667}, {\"attribute2\": \"13\", \"attribute6\": \"0\", \"total_measure\": 50.0, \"share_within_group\": 178.57142857142858}, {\"attribute2\": \"-13\", \"attribute6\": \"0\", \"total_measure\": 44.0, \"share_within_group\": 129.41176470588235}, {\"attribute2\": \"10\", \"attribute6\": \"0\", \"total_measure\": 100.0, \"share_within_group\": 128.2051282051282}, {\"attribute2\": \"-11\", \"attribute6\": \"0\", \"total_measure\": 46.0, \"share_within_group\": 115.0}, {\"attribute2\": \"-44\", \"attribute6\": \"-4\", \"total_measure\": 62.0, \"share_within_group\": 103.33333333333333}, {\"attribute2\": \"-1063\", \"attribute6\": \"-2\", \"total_measure\": 34.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-109\", \"attribute6\": \"0\", \"total_measure\": 46.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-110\", \"attribute6\": \"-3\", \"total_measure\": 34.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-111\", \"attribute6\": \"618\", \"total_measure\": 44.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-14\", \"attribute6\": \"0\", \"total_measure\": 206.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-1521\", \"attribute6\": \"0\", \"total_measure\": 20.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-17\", \"attribute6\": \"-4\", \"total_measure\": 34.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-1865\", \"attribute6\": \"-4\", \"total_measure\": 44.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-19\", \"attribute6\": \"0\", \"total_measure\": 52.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-203\", \"attribute6\": \"8\", \"total_measure\": 36.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-22\", \"attribute6\": \"0\", \"total_measure\": 20.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-23\", \"attribute6\": \"-3\", \"total_measure\": 34.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-2460\", \"attribute6\": \"0\", \"total_measure\": 36.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-25\", \"attribute6\": \"0\", \"total_measure\": 8.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-253\", \"attribute6\": \"0\", \"total_measure\": 46.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-26\", \"attribute6\": \"0\", \"total_measure\": 44.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-29\", \"attribute6\": \"-10\", \"total_measure\": 60.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-31\", \"attribute6\": \"-26\", \"total_measure\": 62.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-3161\", \"attribute6\": \"0\", \"total_measure\": 46.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-329\", \"attribute6\": \"0\", \"total_measure\": 36.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-36\", \"attribute6\": \"0\", \"total_measure\": 2.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-40\", \"attribute6\": \"-6\", \"total_measure\": 62.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-41\", \"attribute6\": \"0\", \"total_measure\": 44.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-43\", \"attribute6\": \"0\", \"total_measure\": 8.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-48\", \"attribute6\": \"-22\", \"total_measure\": 30.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-49\", \"attribute6\": \"0\", \"total_measure\": -2.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-52\", \"attribute6\": \"0\", \"total_measure\": 36.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-536\", \"attribute6\": \"0\", \"total_measure\": 44.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-58\", \"attribute6\": \"-17\", \"total_measure\": 6.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-63\", \"attribute6\": \"8\", \"total_measure\": 42.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-65\", \"attribute6\": \"5\", \"total_measure\": 8.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-66\", \"attribute6\": \"0\", \"total_measure\": 20.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-69\", \"attribute6\": \"6\", \"total_measure\": 8.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-7\", \"attribute6\": \"0\", \"total_measure\": 14.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-70\", \"attribute6\": \"-1\", \"total_measure\": 36.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-84\", \"attribute6\": \"0\", \"total_measure\": 34.0, \"share_within_group\": 100.0}, {\"attribute2\": \"-98\", \"attribute6\": \"0\", \"total_measure\": 44.0, \"share_within_group\": 100.0}, {\"attribute2\": \"11\", \"attribute6\": \"-2\", \"total_measure\": -42.0, \"share_within_group\": 100.0}, {\"attribute2\": \"11\", \"attribute6\": \"-5\", \"total_measure\": -42.0, \"share_within_group\": 100.0}, {\"attribute2\": \"136\", \"attribute6\": \"-1\", \"total_measure\": 36.0, \"share_within_group\": 100.0}, {\"attribute2\": \"1532\", \"attribute6\": \"-35\", \"total_measure\": 34.0, \"share_within_group\": 100.0}, {\"attribute2\": \"170\", \"attribute6\": \"-1\", \"total_measure\": 36.0, \"share_within_group\": 100.0}, {\"attribute2\": \"1963\", \"attribute6\": \"0\", \"total_measure\": 44.0, \"share_within_group\": 100.0}, {\"attribute2\": \"22\", \"attribute6\": \"0\", \"total_measure\": 140.0, \"share_within_group\": 100.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 16.43}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ad36fdb056be56ba8cec65e3c148b3f09525d2a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:36:51.696690+00:00", + "ended_at": "2026-05-19T15:37:04.597400+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_dcf508d08e6ddc69", + "problem_id": "v2p_n17_0ae14313d1cf304f", + "dataset_id": "n17", + "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=attribute2, measure_col=attribute5.", + "bindings": { + "group_col": "attribute2", + "measure_col": "attribute5", + "item_col": "attribute6", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=1/2", + "binding_index=31" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_dcf508d08e6ddc69.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_dcf508d08e6ddc69", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 12032, + "output_tokens": 698, + "total_tokens": 14847, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12878.56, + "sql_execution_elapsed_ms_total": 16.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a214a0c76bfb397257bc43025aa7e93a295f7a44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:04.578869+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": 12878.56, "started_at": "2026-05-19T15:36:51.698735+00:00", "ended_at": "2026-05-19T15:37:04.577340+00:00", "prompt_metrics": {"chars": 7068, "bytes_utf8": 7068, "lines": 218, "estimated_tokens": null}, "response_metrics": {"chars": 658, "bytes_utf8": 658, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14149, "cached_input_tokens": 12032, "output_tokens": 698, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"attribute2\\\",\\n \\\"attribute6\\\",\\n total_measure,\\n total_measure * 100.0 / SUM(total_measure) OVER (PARTITION BY \\\"attribute2\\\") AS share_within_group\\nFROM (\\n SELECT\\n \\\"attribute2\\\",\\n \\\"attribute6\\\",\\n SUM(CAST(\\\"attribute5\\\" AS REAL)) AS total_measure\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute2\\\", \\\"attribute6\\\"\\n)\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"attribute2\\\", item_col=\\\"attribute6\\\", and measure_col=\\\"attribute5\\\". Cast \\\"attribute5\\\" from TEXT to REAL so SUM computes numerically in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1ed7492fa7414148ceccf22c59c781b9b94fd2c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_dcf508d08e6ddc69", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 12032, + "output_tokens": 698, + "total_tokens": 14847, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12878.56, + "sql_execution_elapsed_ms_total": 16.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..14b88f567d91e7ca37433817ec82880a12c7e3b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:05:33.669420+00:00", + "ended_at": "2026-05-19T16:05:41.523059+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_df8e1ac452a0b778", + "problem_id": "v2p_n17_10d5483e4f18c84c", + "dataset_id": "n17", + "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=attribute7, measure_col=attribute2.", + "bindings": { + "group_col": "attribute7", + "measure_col": "attribute2", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "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_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3ff2ed8b4deccb1d4bfff9f3879a7e4319772b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:37.118929+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3447.18, "started_at": "2026-05-19T16:05:33.670665+00:00", "ended_at": "2026-05-19T16:05:37.117875+00:00", "prompt_metrics": {"chars": 6746, "bytes_utf8": 6746, "lines": 216, "estimated_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-4079-7671-b147-0fd1ed0df65a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:41.522931+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3401.79, "started_at": "2026-05-19T16:05:38.120420+00:00", "ended_at": "2026-05-19T16:05:41.522249+00:00", "prompt_metrics": {"chars": 6746, "bytes_utf8": 6746, "lines": 216, "estimated_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-51c8-7882-aba7-74eb09ddd158\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3df091bcce458188e9e8c3044330028213ac2a75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/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=attribute5, measure_col=attribute8. +Result preview: [{"attribute5": "310", "attribute9": "-264", "total_measure": -191.0, "share_within_group": 100.0}, {"attribute5": "98", "attribute9": "-18", "total_measure": -14.0, "share_within_group": 100.0}, {"attribute5": "68", "attribute9": "0", "total_measure": 1100.0, "share_within_group": 96.49122807017544}, {"attribute5": "30", "attribute9": "6", "total_measure": 12618.0, "share_within_group": 92.89553117867924}, {"attribute5": "28", "attribute9": "8", "total_measure": 18028.0, "share_within_group": 89.65585836482992}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..51fa63d67b211236656cd07a32c4f6db23a1999a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_e4c5842fdbf9901a +-- problem_id: v2p_n17_d070b39b276e2ea3 +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute5", "attribute9", + SUM(CAST("attribute8" AS REAL)) AS total_measure, + SUM(CAST("attribute8" AS REAL)) * 100.0 / SUM(SUM(CAST("attribute8" AS REAL))) OVER (PARTITION BY "attribute5") AS share_within_group +FROM "n17" +GROUP BY "attribute5", "attribute9" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c72681b1a257b89fec9412d5cb9d1d3bab43d3fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/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 \"attribute5\", \"attribute9\",\n SUM(CAST(\"attribute8\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute8\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute8\" AS REAL))) OVER (PARTITION BY \"attribute5\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute5\", \"attribute9\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute5\\\", \\\"attribute9\\\",\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute8\\\" AS REAL))) OVER (PARTITION BY \\\"attribute5\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\", \\\"attribute9\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"attribute5\", \"attribute9\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"attribute5\": \"310\", \"attribute9\": \"-264\", \"total_measure\": -191.0, \"share_within_group\": 100.0}, {\"attribute5\": \"98\", \"attribute9\": \"-18\", \"total_measure\": -14.0, \"share_within_group\": 100.0}, {\"attribute5\": \"68\", \"attribute9\": \"0\", \"total_measure\": 1100.0, \"share_within_group\": 96.49122807017544}, {\"attribute5\": \"30\", \"attribute9\": \"6\", \"total_measure\": 12618.0, \"share_within_group\": 92.89553117867924}, {\"attribute5\": \"28\", \"attribute9\": \"8\", \"total_measure\": 18028.0, \"share_within_group\": 89.65585836482992}, {\"attribute5\": \"56\", \"attribute9\": \"0\", \"total_measure\": 11341.0, \"share_within_group\": 84.70386137874374}, {\"attribute5\": \"-38\", \"attribute9\": \"118\", \"total_measure\": 2575.0, \"share_within_group\": 84.17783589408303}, {\"attribute5\": \"24\", \"attribute9\": \"14\", \"total_measure\": 15249.0, \"share_within_group\": 83.90557939914163}, {\"attribute5\": \"20\", \"attribute9\": \"16\", \"total_measure\": 14794.0, \"share_within_group\": 82.0931135897009}, {\"attribute5\": \"12\", \"attribute9\": \"24\", \"total_measure\": 8918.0, \"share_within_group\": 72.95484293193718}, {\"attribute5\": \"-28\", \"attribute9\": \"84\", \"total_measure\": 2129.0, \"share_within_group\": 70.3801652892562}, {\"attribute5\": \"16\", \"attribute9\": \"22\", \"total_measure\": 9205.0, \"share_within_group\": 70.03195374315277}, {\"attribute5\": \"-10\", \"attribute9\": \"66\", \"total_measure\": 4821.0, \"share_within_group\": 69.21751615218952}, {\"attribute5\": \"-18\", \"attribute9\": \"74\", \"total_measure\": 3940.0, \"share_within_group\": 68.6411149825784}, {\"attribute5\": \"34\", \"attribute9\": \"4\", \"total_measure\": 13454.0, \"share_within_group\": 64.1613810863656}, {\"attribute5\": \"-46\", \"attribute9\": \"126\", \"total_measure\": 1297.0, \"share_within_group\": 62.68728854519092}, {\"attribute5\": \"-20\", \"attribute9\": \"76\", \"total_measure\": 4176.0, \"share_within_group\": 61.91252779836916}, {\"attribute5\": \"18\", \"attribute9\": \"18\", \"total_measure\": 9611.0, \"share_within_group\": 61.072631378280484}, {\"attribute5\": \"-6\", \"attribute9\": \"64\", \"total_measure\": 4636.0, \"share_within_group\": 59.43589743589744}, {\"attribute5\": \"10\", \"attribute9\": \"26\", \"total_measure\": 8172.0, \"share_within_group\": 58.589045024376254}, {\"attribute5\": \"-12\", \"attribute9\": \"68\", \"total_measure\": 3211.0, \"share_within_group\": 58.36059614685569}, {\"attribute5\": \"46\", \"attribute9\": \"0\", \"total_measure\": 38589.0, \"share_within_group\": 56.38369374634716}, {\"attribute5\": \"-36\", \"attribute9\": \"116\", \"total_measure\": 1203.0, \"share_within_group\": 56.0316721006055}, {\"attribute5\": \"36\", \"attribute9\": \"2\", \"total_measure\": 14427.0, \"share_within_group\": 55.367079863376446}, {\"attribute5\": \"26\", \"attribute9\": \"12\", \"total_measure\": 9489.0, \"share_within_group\": 55.29075865283767}, {\"attribute5\": \"60\", \"attribute9\": \"0\", \"total_measure\": 1157.0, \"share_within_group\": 54.93827160493827}, {\"attribute5\": \"54\", \"attribute9\": \"0\", \"total_measure\": 14103.0, \"share_within_group\": 53.709345723208166}, {\"attribute5\": \"-30\", \"attribute9\": \"86\", \"total_measure\": 1439.0, \"share_within_group\": 53.43483104344597}, {\"attribute5\": \"-24\", \"attribute9\": \"82\", \"total_measure\": 2723.0, \"share_within_group\": 53.18359375}, {\"attribute5\": \"6\", \"attribute9\": \"32\", \"total_measure\": 7076.0, \"share_within_group\": 52.3721412182666}, {\"attribute5\": \"62\", \"attribute9\": \"0\", \"total_measure\": 1014.0, \"share_within_group\": 51.05740181268882}, {\"attribute5\": \"-32\", \"attribute9\": \"112\", \"total_measure\": 1053.0, \"share_within_group\": 50.23854961832061}, {\"attribute5\": \"50\", \"attribute9\": \"0\", \"total_measure\": 20029.0, \"share_within_group\": 50.171588888053904}, {\"attribute5\": \"52\", \"attribute9\": \"0\", \"total_measure\": 13832.0, \"share_within_group\": 49.85941893158388}, {\"attribute5\": \"44\", \"attribute9\": \"0\", \"total_measure\": 29116.0, \"share_within_group\": 48.38473810156873}, {\"attribute5\": \"2\", \"attribute9\": \"34\", \"total_measure\": 5421.0, \"share_within_group\": 48.263888888888886}, {\"attribute5\": \"38\", \"attribute9\": \"0\", \"total_measure\": 24973.0, \"share_within_group\": 47.848329245861436}, {\"attribute5\": \"-30\", \"attribute9\": \"110\", \"total_measure\": 1254.0, \"share_within_group\": 46.56516895655403}, {\"attribute5\": \"42\", \"attribute9\": \"2\", \"total_measure\": 30877.0, \"share_within_group\": 46.30971128608924}, {\"attribute5\": \"54\", \"attribute9\": \"2\", \"total_measure\": 12155.0, \"share_within_group\": 46.290654276791834}, {\"attribute5\": \"38\", \"attribute9\": \"2\", \"total_measure\": 23891.0, \"share_within_group\": 45.77521459227468}, {\"attribute5\": \"64\", \"attribute9\": \"0\", \"total_measure\": 609.0, \"share_within_group\": 44.61538461538461}, {\"attribute5\": \"-36\", \"attribute9\": \"92\", \"total_measure\": 944.0, \"share_within_group\": 43.9683278993945}, {\"attribute5\": \"42\", \"attribute9\": \"0\", \"total_measure\": 28863.0, \"share_within_group\": 43.28908886389201}, {\"attribute5\": \"60\", \"attribute9\": \"2\", \"total_measure\": 855.0, \"share_within_group\": 40.598290598290596}, {\"attribute5\": \"62\", \"attribute9\": \"2\", \"total_measure\": 792.0, \"share_within_group\": 39.879154078549846}, {\"attribute5\": \"44\", \"attribute9\": \"2\", \"total_measure\": 23456.0, \"share_within_group\": 38.978994948152085}, {\"attribute5\": \"8\", \"attribute9\": \"30\", \"total_measure\": 6116.0, \"share_within_group\": 38.95789540735079}, {\"attribute5\": \"0\", \"attribute9\": \"36\", \"total_measure\": 5467.0, \"share_within_group\": 37.729468599033815}, {\"attribute5\": \"-2\", \"attribute9\": \"40\", \"total_measure\": 5629.0, \"share_within_group\": 37.56673785371063}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 25.82}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..223968fdb464076666bd69b0d4762c743fc0e4ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:38:31.534798+00:00", + "ended_at": "2026-05-19T15:38:45.229278+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_e4c5842fdbf9901a", + "problem_id": "v2p_n17_d070b39b276e2ea3", + "dataset_id": "n17", + "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=attribute5, measure_col=attribute8.", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute8", + "item_col": "attribute9", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=11", + "sql_variant_index=2/2", + "binding_index=34" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 11, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_e4c5842fdbf9901a.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_e4c5842fdbf9901a", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 13696, + "output_tokens": 654, + "total_tokens": 14803, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13660.65, + "sql_execution_elapsed_ms_total": 25.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c7e21bdfcf78f04475ccb1d5225d27dd6e2967a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:45.200020+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": 13660.65, "started_at": "2026-05-19T15:38:31.537645+00:00", "ended_at": "2026-05-19T15:38:45.198351+00:00", "prompt_metrics": {"chars": 7070, "bytes_utf8": 7070, "lines": 218, "estimated_tokens": null}, "response_metrics": {"chars": 662, "bytes_utf8": 662, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14149, "cached_input_tokens": 13696, "output_tokens": 654, "reasoning_output_tokens": 481}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute5\\\", \\\"attribute9\\\",\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute8\\\" AS REAL))) OVER (PARTITION BY \\\"attribute5\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\", \\\"attribute9\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"attribute5\\\", item_col=\\\"attribute9\\\", and measure_col=\\\"attribute8\\\". Cast \\\"attribute8\\\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4647dbf9706bd1d36e70babea0da03ed446bdb29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_e4c5842fdbf9901a", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 13696, + "output_tokens": 654, + "total_tokens": 14803, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13660.65, + "sql_execution_elapsed_ms_total": 25.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b19193caa1959d18840d3e51a29cc59ce6ff18bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/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=attribute9. +Result preview: [{"attribute9": 126.0}, {"attribute9": 126.0}, {"attribute9": 126.0}, {"attribute9": 126.0}, {"attribute9": 126.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..16652a7a831a1bdf750bfabf0215663c8bfd449a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_e81923189db2d01d +-- problem_id: v2p_n17_5647578fea6379ac +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("attribute9" AS REAL) AS "attribute9", + NTILE(10) OVER (ORDER BY CAST("attribute9" AS REAL) DESC) AS "tail_bucket" + FROM "n17" +) +SELECT "attribute9" +FROM buckets +WHERE "tail_bucket" = 1 +ORDER BY "attribute9" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..373f23d7b236c0b17ae43d90c3702a32c1a92623 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/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 CAST(\"attribute9\" AS REAL) AS \"attribute9\",\n NTILE(10) OVER (ORDER BY CAST(\"attribute9\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n17\"\n)\nSELECT \"attribute9\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"attribute9\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"attribute9\\\" AS REAL) AS \\\"attribute9\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"attribute9\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"attribute9\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"attribute9\\\" DESC;\", \"columns\": [\"attribute9\"], \"rows\": [{\"attribute9\": 126.0}, {\"attribute9\": 126.0}, {\"attribute9\": 126.0}, {\"attribute9\": 126.0}, {\"attribute9\": 126.0}, {\"attribute9\": 126.0}, {\"attribute9\": 126.0}, {\"attribute9\": 126.0}, {\"attribute9\": 126.0}, {\"attribute9\": 126.0}, {\"attribute9\": 126.0}, {\"attribute9\": 126.0}, {\"attribute9\": 126.0}, {\"attribute9\": 126.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}, {\"attribute9\": 124.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 36.48}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..016f031cc1046bba9c51920eb6989c2e734445b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:42:59.843640+00:00", + "ended_at": "2026-05-19T15:43:17.476841+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_e81923189db2d01d", + "problem_id": "v2p_n17_5647578fea6379ac", + "dataset_id": "n17", + "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=attribute9.", + "bindings": { + "measure_col": "attribute9", + "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": 14.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=62" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_e81923189db2d01d.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_e81923189db2d01d", + "api_calls": 0, + "input_tokens": 14084, + "cached_input_tokens": 12672, + "output_tokens": 610, + "total_tokens": 14694, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17591.7, + "sql_execution_elapsed_ms_total": 36.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d577568013246da4124f369849d18fd248b3b20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:43:17.438429+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": 17591.7, "started_at": "2026-05-19T15:42:59.844738+00:00", "ended_at": "2026-05-19T15:43:17.436463+00:00", "prompt_metrics": {"chars": 6828, "bytes_utf8": 6828, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 574, "bytes_utf8": 574, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14084, "cached_input_tokens": 12672, "output_tokens": 610, "reasoning_output_tokens": 453}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"attribute9\\\" AS REAL) AS \\\"attribute9\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"attribute9\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"attribute9\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"attribute9\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"attribute9\\\" and num_tiles=10. Casted \\\"attribute9\\\" to REAL because the SQLite schema stores it as TEXT, and selected the highest decile as the tail slice.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..40339f40ff68900c0988f23e0ad14a61ddf859b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_e81923189db2d01d", + "api_calls": 0, + "input_tokens": 14084, + "cached_input_tokens": 12672, + "output_tokens": 610, + "total_tokens": 14694, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17591.7, + "sql_execution_elapsed_ms_total": 36.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f163b66fc467c0a0c7ddacbf7d8857e9ae2a5424 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7206, "bytes_utf8": 7206, "lines": 216, "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": 700, "bytes_utf8": 700, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14166, "cached_input_tokens": 12672, "output_tokens": 498, "reasoning_output_tokens": 300}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1e829f8400db3264c4c55f2ef1bf1141c56e6bac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_e82c9e8a997ff49f", + "api_calls": 0, + "input_tokens": 14166, + "cached_input_tokens": 12672, + "output_tokens": 498, + "total_tokens": 14664, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16467.85, + "sql_execution_elapsed_ms_total": 6.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..08dda99d443f4aa26df6294318049b6621993728 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/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": "2026-05-19T15:44:49.903763+00:00", + "ended_at": "2026-05-19T15:45:06.371647+00:00", + "elapsed_ms": 16467.85, + "prompt_metrics": { + "chars": 7206, + "bytes_utf8": 7206, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1111, + "bytes_utf8": 1111, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 700, + "bytes_utf8": 700, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14166, + "cached_input_tokens": 12672, + "output_tokens": 498, + "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_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5b5ee156719e949268b1eeb7ee1721160905432 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=attribute3, measure_col=time.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "attribute3", + "measure_col": "time", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42a4f17012305cad858674cb5240f2b570810416 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-45e9-7733-b5ef-d5305213c1ea"} +{"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 \\\"attribute3\\\", SUM(CAST(\\\"time\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute3\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"attribute3\\\", 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=attribute3, measure_col=time, and fraction_threshold=0.05. Cast \\\"time\\\" to REAL because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14166,"cached_input_tokens":12672,"output_tokens":498,"reasoning_output_tokens":300}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00c55413e61b57ff1e1162229a94db27074209d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"attribute3\", SUM(CAST(\"time\" AS REAL)) AS \"group_value\"\n FROM \"n17\"\n GROUP BY \"attribute3\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"attribute3\", 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=attribute3, measure_col=time, and fraction_threshold=0.05. Cast \"time\" to REAL because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..93f66c6c253c4680ab015a2735141e68d53bd888 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/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 filtered_stable_view. Focus on group_col=attribute3, measure_col=time. +Result preview: [{"attribute3": "77", "group_value": 67997.0}, {"attribute3": "86", "group_value": 57519.0}, {"attribute3": "81", "group_value": 56659.0}, {"attribute3": "79", "group_value": 51170.0}, {"attribute3": "83", "group_value": 43062.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3bc1670fcec2cc98c0a8d81f9073f270c666d572 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n17_e82c9e8a997ff49f +-- problem_id: v2p_n17_0e809b37711438f0 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "attribute3", SUM(CAST("time" AS REAL)) AS "group_value" + FROM "n17" + GROUP BY "attribute3" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."attribute3", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.05 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e70005643e29ade2f6986c461528c1eb1272ec0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/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 \"attribute3\", SUM(CAST(\"time\" AS REAL)) AS \"group_value\"\n FROM \"n17\"\n GROUP BY \"attribute3\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"attribute3\", 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;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"attribute3\\\", SUM(CAST(\\\"time\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute3\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"attribute3\\\", 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;\", \"columns\": [\"attribute3\", \"group_value\"], \"rows\": [{\"attribute3\": \"77\", \"group_value\": 67997.0}, {\"attribute3\": \"86\", \"group_value\": 57519.0}, {\"attribute3\": \"81\", \"group_value\": 56659.0}, {\"attribute3\": \"79\", \"group_value\": 51170.0}, {\"attribute3\": \"83\", \"group_value\": 43062.0}, {\"attribute3\": \"76\", \"group_value\": 40939.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.43}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a97784d1d5427e05392f806fcea431a9e70b1897 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:44:49.902445+00:00", + "ended_at": "2026-05-19T15:45:06.380207+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_e82c9e8a997ff49f", + "problem_id": "v2p_n17_0e809b37711438f0", + "dataset_id": "n17", + "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=attribute3, measure_col=time.", + "bindings": { + "group_col": "attribute3", + "measure_col": "time", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_e82c9e8a997ff49f.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_e82c9e8a997ff49f", + "api_calls": 0, + "input_tokens": 14166, + "cached_input_tokens": 12672, + "output_tokens": 498, + "total_tokens": 14664, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16467.85, + "sql_execution_elapsed_ms_total": 6.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11d600fc95ec35f241813f9a50776d3a1fe6f024 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:06.372424+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": 16467.85, "started_at": "2026-05-19T15:44:49.903763+00:00", "ended_at": "2026-05-19T15:45:06.371647+00:00", "prompt_metrics": {"chars": 7206, "bytes_utf8": 7206, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 700, "bytes_utf8": 700, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14166, "cached_input_tokens": 12672, "output_tokens": 498, "reasoning_output_tokens": 300}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"attribute3\\\", SUM(CAST(\\\"time\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute3\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"attribute3\\\", 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=attribute3, measure_col=time, and fraction_threshold=0.05. Cast \\\"time\\\" to REAL because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..86972cddcdbe00c1f4233fe2daf8c764de0c30b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_e82c9e8a997ff49f", + "api_calls": 0, + "input_tokens": 14166, + "cached_input_tokens": 12672, + "output_tokens": 498, + "total_tokens": 14664, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16467.85, + "sql_execution_elapsed_ms_total": 6.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82c9e8a997ff49f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a656dfd85a84a0cef6cd8cb0281b0a6d431942f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6662, "bytes_utf8": 6662, "lines": 216, "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": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 403, "reasoning_output_tokens": 300}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..57a139833f6b57edc9239f5f1c1ff05249818903 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_ea18780285f1fc20", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 403, + "total_tokens": 14434, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9784.53, + "sql_execution_elapsed_ms_total": 8.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..63621f84ec5d5a6fff405709c1bc01f529a3c46d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/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": "2026-05-19T15:30:59.504437+00:00", + "ended_at": "2026-05-19T15:31:09.289043+00:00", + "elapsed_ms": 9784.53, + "prompt_metrics": { + "chars": 6662, + "bytes_utf8": 6662, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 755, + "bytes_utf8": 755, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 405, + "bytes_utf8": 405, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 403, + "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_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2679663df089272d6fde7b2ec92a194c6cfe601b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=attribute7, measure_col=attribute7.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "attribute7", + "measure_col": "attribute7", + "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": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3742543df96d42897b44fac25864f8db3479039e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-9a3a-7b60-b119-8596be30d75e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute7\\\", SUM(CAST(\\\"attribute7\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute7\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the planned Grouped Numeric Sum template with both group_col and measure_col bound to \\\"attribute7\\\". The measure is cast from TEXT to NUMERIC so SQLite sums the discrete numeric values correctly.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14031,"cached_input_tokens":12032,"output_tokens":403,"reasoning_output_tokens":300}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfab5ab771e3fa3f7ffccb73231fdb4f79774a42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"attribute7\", SUM(CAST(\"attribute7\" AS NUMERIC)) AS total_measure\nFROM \"n17\"\nGROUP BY \"attribute7\"\nORDER BY total_measure DESC;","notes":"Applied the planned Grouped Numeric Sum template with both group_col and measure_col bound to \"attribute7\". The measure is cast from TEXT to NUMERIC so SQLite sums the discrete numeric values correctly."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ea18780285f1fc20/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d26f7fddf3f5d2e99d6e49af915dc94028524b96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=time. +Result preview: [{"time": "114", "support": 1}, {"time": "116", "support": 1}, {"time": "121", "support": 1}, {"time": "27", "support": 1}, {"time": "70", "support": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a7ee5bc64ee68c069903d57bc74271a2713f58f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n17_eb71788a36172f7d +-- problem_id: v2p_n17_093d8bbe92729e7d +-- realization_mode: agent +-- source_kind: agent +SELECT + "time", + COUNT(*) AS support +FROM "n17" +GROUP BY "time" +ORDER BY support ASC, "time" +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..36add4d7594445156fec411f9bc38e6ff364d34b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"time\",\n COUNT(*) AS support\nFROM \"n17\"\nGROUP BY \"time\"\nORDER BY support ASC, \"time\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"time\\\",\\n COUNT(*) AS support\\nFROM \\\"n17\\\"\\nGROUP BY \\\"time\\\"\\nORDER BY support ASC, \\\"time\\\"\\nLIMIT 15;\", \"columns\": [\"time\", \"support\"], \"rows\": [{\"time\": \"114\", \"support\": 1}, {\"time\": \"116\", \"support\": 1}, {\"time\": \"121\", \"support\": 1}, {\"time\": \"27\", \"support\": 1}, {\"time\": \"70\", \"support\": 1}, {\"time\": \"88\", \"support\": 1}, {\"time\": \"89\", \"support\": 1}, {\"time\": \"90\", \"support\": 1}, {\"time\": \"94\", \"support\": 1}, {\"time\": \"91\", \"support\": 2}, {\"time\": \"123\", \"support\": 3}, {\"time\": \"65\", \"support\": 3}, {\"time\": \"72\", \"support\": 3}, {\"time\": \"73\", \"support\": 3}, {\"time\": \"75\", \"support\": 3}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.56}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d1c4b5998f37f78b1d721c403b219c5cbceedb30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:01:17.764012+00:00", + "ended_at": "2026-05-19T16:01:31.271774+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_eb71788a36172f7d", + "problem_id": "v2p_n17_093d8bbe92729e7d", + "dataset_id": "n17", + "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=time.", + "bindings": { + "group_col": "time", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_eb71788a36172f7d.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_eb71788a36172f7d", + "api_calls": 0, + "input_tokens": 14037, + "cached_input_tokens": 13696, + "output_tokens": 339, + "total_tokens": 14376, + "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": 12496.95, + "sql_execution_elapsed_ms_total": 5.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fbe37f1cbce2c33e3232dc8f0cf8828cf45161cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:01:21.007083+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3241.36, "started_at": "2026-05-19T16:01:17.764967+00:00", "ended_at": "2026-05-19T16:01:21.006349+00:00", "prompt_metrics": {"chars": 6635, "bytes_utf8": 6635, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-58d6-75d2-89fc-20d5632fa8cf\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:01:31.264516+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": 9255.59, "started_at": "2026-05-19T16:01:22.007899+00:00", "ended_at": "2026-05-19T16:01:31.263523+00:00", "prompt_metrics": {"chars": 6635, "bytes_utf8": 6635, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 295, "bytes_utf8": 295, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14037, "cached_input_tokens": 13696, "output_tokens": 339, "reasoning_output_tokens": 250}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"time\\\",\\n COUNT(*) AS support\\nFROM \\\"n17\\\"\\nGROUP BY \\\"time\\\"\\nORDER BY support ASC, \\\"time\\\"\\nLIMIT 15;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"time\\\" and top_k set to 15.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b31fb3a36cc62b29cdd94cef04d536fbd638fae6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_eb71788a36172f7d", + "api_calls": 0, + "input_tokens": 14037, + "cached_input_tokens": 13696, + "output_tokens": 339, + "total_tokens": 14376, + "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": 12496.95, + "sql_execution_elapsed_ms_total": 5.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..37d2d2246e8062e654890329078e08aed9984105 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/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=attribute4, measure_col=attribute7. +Result preview: [{"attribute4": "-16", "attribute8": "76", "total_measure": 19.0, "share_within_group": 100.0}, {"attribute4": "-21", "attribute8": "79", "total_measure": 22.0, "share_within_group": 100.0}, {"attribute4": "-273", "attribute8": "88", "total_measure": 3.0, "share_within_group": 100.0}, {"attribute4": "-29", "attribute8": "41", "total_measure": 42.0, "share_within_group": 100.0}, {"attribute4": "-30", "attribute8": "38", "total_measure": 37.0, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d6568760aa81024a7a3dabf3a8167b3a6ecf526 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_eec14640973506f6 +-- problem_id: v2p_n17_62c82fa1c131514f +-- realization_mode: agent +-- source_kind: agent +SELECT + "attribute4", + "attribute8", + SUM(CAST("attribute7" AS REAL)) AS total_measure, + SUM(CAST("attribute7" AS REAL)) * 100.0 / SUM(SUM(CAST("attribute7" AS REAL))) OVER (PARTITION BY "attribute4") AS share_within_group +FROM "n17" +GROUP BY "attribute4", "attribute8" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4844c4bbe703f257d0102b7683cd8025ce518cf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/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 \"attribute4\",\n \"attribute8\",\n SUM(CAST(\"attribute7\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute7\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute7\" AS REAL))) OVER (PARTITION BY \"attribute4\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute4\", \"attribute8\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n \\\"attribute4\\\",\\n \\\"attribute8\\\",\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute7\\\" AS REAL))) OVER (PARTITION BY \\\"attribute4\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\", \\\"attribute8\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"attribute4\", \"attribute8\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"attribute4\": \"-16\", \"attribute8\": \"76\", \"total_measure\": 19.0, \"share_within_group\": 100.0}, {\"attribute4\": \"-21\", \"attribute8\": \"79\", \"total_measure\": 22.0, \"share_within_group\": 100.0}, {\"attribute4\": \"-273\", \"attribute8\": \"88\", \"total_measure\": 3.0, \"share_within_group\": 100.0}, {\"attribute4\": \"-29\", \"attribute8\": \"41\", \"total_measure\": 42.0, \"share_within_group\": 100.0}, {\"attribute4\": \"-30\", \"attribute8\": \"38\", \"total_measure\": 37.0, \"share_within_group\": 100.0}, {\"attribute4\": \"-362\", \"attribute8\": \"75\", \"total_measure\": 69.0, \"share_within_group\": 100.0}, {\"attribute4\": \"-38\", \"attribute8\": \"40\", \"total_measure\": 40.0, \"share_within_group\": 100.0}, {\"attribute4\": \"-59\", \"attribute8\": \"38\", \"total_measure\": 37.0, \"share_within_group\": 100.0}, {\"attribute4\": \"-96\", \"attribute8\": \"38\", \"total_measure\": 37.0, \"share_within_group\": 100.0}, {\"attribute4\": \"111\", \"attribute8\": \"55\", \"total_measure\": 40.0, \"share_within_group\": 100.0}, {\"attribute4\": \"14\", \"attribute8\": \"32\", \"total_measure\": 33.0, \"share_within_group\": 100.0}, {\"attribute4\": \"1751\", \"attribute8\": \"-191\", \"total_measure\": 73.0, \"share_within_group\": 100.0}, {\"attribute4\": \"20\", \"attribute8\": \"53\", \"total_measure\": 39.0, \"share_within_group\": 100.0}, {\"attribute4\": \"21\", \"attribute8\": \"81\", \"total_measure\": 72.0, \"share_within_group\": 100.0}, {\"attribute4\": \"258\", \"attribute8\": \"72\", \"total_measure\": 69.0, \"share_within_group\": 100.0}, {\"attribute4\": \"26\", \"attribute8\": \"53\", \"total_measure\": 39.0, \"share_within_group\": 100.0}, {\"attribute4\": \"27\", \"attribute8\": \"35\", \"total_measure\": 33.0, \"share_within_group\": 100.0}, {\"attribute4\": \"300\", \"attribute8\": \"85\", \"total_measure\": 53.0, \"share_within_group\": 100.0}, {\"attribute4\": \"343\", \"attribute8\": \"55\", \"total_measure\": 40.0, \"share_within_group\": 100.0}, {\"attribute4\": \"46\", \"attribute8\": \"55\", \"total_measure\": 40.0, \"share_within_group\": 100.0}, {\"attribute4\": \"50\", \"attribute8\": \"72\", \"total_measure\": -8.0, \"share_within_group\": 100.0}, {\"attribute4\": \"53\", \"attribute8\": \"85\", \"total_measure\": 53.0, \"share_within_group\": 100.0}, {\"attribute4\": \"57\", \"attribute8\": \"55\", \"total_measure\": 40.0, \"share_within_group\": 100.0}, {\"attribute4\": \"737\", \"attribute8\": \"55\", \"total_measure\": 40.0, \"share_within_group\": 100.0}, {\"attribute4\": \"83\", \"attribute8\": \"35\", \"total_measure\": 33.0, \"share_within_group\": 100.0}, {\"attribute4\": \"-14\", \"attribute8\": \"79\", \"total_measure\": 70.0, \"share_within_group\": 95.89041095890411}, {\"attribute4\": \"-36\", \"attribute8\": \"23\", \"total_measure\": 21.0, \"share_within_group\": 87.5}, {\"attribute4\": \"-17\", \"attribute8\": \"79\", \"total_measure\": 70.0, \"share_within_group\": 77.77777777777777}, {\"attribute4\": \"12\", \"attribute8\": \"78\", \"total_measure\": 70.0, \"share_within_group\": 73.6842105263158}, {\"attribute4\": \"11\", \"attribute8\": \"82\", \"total_measure\": 73.0, \"share_within_group\": 67.5925925925926}, {\"attribute4\": \"17\", \"attribute8\": \"35\", \"total_measure\": 33.0, \"share_within_group\": 64.70588235294117}, {\"attribute4\": \"-11\", \"attribute8\": \"79\", \"total_measure\": 71.0, \"share_within_group\": 63.392857142857146}, {\"attribute4\": \"-22\", \"attribute8\": \"82\", \"total_measure\": 23.0, \"share_within_group\": 53.48837209302326}, {\"attribute4\": \"-13\", \"attribute8\": \"81\", \"total_measure\": 24.0, \"share_within_group\": 51.06382978723404}, {\"attribute4\": \"-10\", \"attribute8\": \"44\", \"total_measure\": 42.0, \"share_within_group\": 50.602409638554214}, {\"attribute4\": \"15\", \"attribute8\": \"82\", \"total_measure\": 71.0, \"share_within_group\": 50.354609929078016}, {\"attribute4\": \"-15\", \"attribute8\": \"75\", \"total_measure\": 69.0, \"share_within_group\": 50.0}, {\"attribute4\": \"-15\", \"attribute8\": \"77\", \"total_measure\": 69.0, \"share_within_group\": 50.0}, {\"attribute4\": \"15\", \"attribute8\": \"78\", \"total_measure\": 70.0, \"share_within_group\": 49.645390070921984}, {\"attribute4\": \"-22\", \"attribute8\": \"75\", \"total_measure\": 20.0, \"share_within_group\": 46.51162790697674}, {\"attribute4\": \"9\", \"attribute8\": \"42\", \"total_measure\": 42.0, \"share_within_group\": 46.15384615384615}, {\"attribute4\": \"-12\", \"attribute8\": \"80\", \"total_measure\": 71.0, \"share_within_group\": 42.7710843373494}, {\"attribute4\": \"-13\", \"attribute8\": \"74\", \"total_measure\": 19.0, \"share_within_group\": 40.42553191489362}, {\"attribute4\": \"-9\", \"attribute8\": \"78\", \"total_measure\": 70.0, \"share_within_group\": 38.46153846153846}, {\"attribute4\": \"-9\", \"attribute8\": \"80\", \"total_measure\": 69.0, \"share_within_group\": 37.91208791208791}, {\"attribute4\": \"-11\", \"attribute8\": \"41\", \"total_measure\": 41.0, \"share_within_group\": 36.607142857142854}, {\"attribute4\": \"17\", \"attribute8\": \"75\", \"total_measure\": 18.0, \"share_within_group\": 35.294117647058826}, {\"attribute4\": \"-12\", \"attribute8\": \"75\", \"total_measure\": 58.0, \"share_within_group\": 34.93975903614458}, {\"attribute4\": \"-18\", \"attribute8\": \"76\", \"total_measure\": 39.0, \"share_within_group\": 34.51327433628319}, {\"attribute4\": \"10\", \"attribute8\": \"59\", \"total_measure\": 46.0, \"share_within_group\": 34.074074074074076}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 26.99}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..52e19a85a9cc2d808202bbee76324d173bfe8c03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:38:04.343077+00:00", + "ended_at": "2026-05-19T15:38:17.647037+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_eec14640973506f6", + "problem_id": "v2p_n17_62c82fa1c131514f", + "dataset_id": "n17", + "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=attribute4, measure_col=attribute7.", + "bindings": { + "group_col": "attribute4", + "measure_col": "attribute7", + "item_col": "attribute8", + "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": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_eec14640973506f6.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_eec14640973506f6", + "api_calls": 0, + "input_tokens": 14150, + "cached_input_tokens": 13696, + "output_tokens": 610, + "total_tokens": 14760, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13271.36, + "sql_execution_elapsed_ms_total": 26.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7d50d08c91d27dbe877571dc1d135f430d41f11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:17.616937+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": 13271.36, "started_at": "2026-05-19T15:38:04.344033+00:00", "ended_at": "2026-05-19T15:38:17.615429+00:00", "prompt_metrics": {"chars": 7075, "bytes_utf8": 7075, "lines": 218, "estimated_tokens": null}, "response_metrics": {"chars": 640, "bytes_utf8": 640, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14150, "cached_input_tokens": 13696, "output_tokens": 610, "reasoning_output_tokens": 433}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n \\\"attribute4\\\",\\n \\\"attribute8\\\",\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute7\\\" AS REAL))) OVER (PARTITION BY \\\"attribute4\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\", \\\"attribute8\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"attribute4\\\", item_col=\\\"attribute8\\\", and measure_col=\\\"attribute7\\\". CAST(\\\"attribute7\\\" AS REAL) is used because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d06d80c69a951005e2d517b7f8b39b83a88d579a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_eec14640973506f6", + "api_calls": 0, + "input_tokens": 14150, + "cached_input_tokens": 13696, + "output_tokens": 610, + "total_tokens": 14760, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13271.36, + "sql_execution_elapsed_ms_total": 26.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4d44ce93e92e12d43db604bfc23282724129200f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/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": "2026-05-19T16:06:47.942967+00:00", + "ended_at": "2026-05-19T16:06:51.431356+00:00", + "elapsed_ms": 3488.36, + "returncode": 1, + "prompt_metrics": { + "chars": 6733, + "bytes_utf8": 6733, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..22175909dc5f9e620e5c922a9dc303b15f0c1894 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/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": "2026-05-19T16:06:52.433835+00:00", + "ended_at": "2026-05-19T16:06:55.720067+00:00", + "elapsed_ms": 3286.18, + "returncode": 1, + "prompt_metrics": { + "chars": 6733, + "bytes_utf8": 6733, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff5d8c398339f60057d2d73744b7217d604c0518 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=time, measure_col=attribute6.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "time", + "measure_col": "attribute6", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff5d8c398339f60057d2d73744b7217d604c0518 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=time, measure_col=attribute6.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "time", + "measure_col": "attribute6", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..55d336081968ed8312940f0514d6119cf2b9935b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-62a5-7ba3-b83a-07047043449e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9839b6ead62720fe8bc26523c9799af8142465c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-62a5-7ba3-b83a-07047043449e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2386dfa2dbe03edc8a0b26f27ff9821cddad00e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-7421-7661-b275-a4a917819e84"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc505010af90b64c6b0fe007dd58effe716e0f67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-7421-7661-b275-a4a917819e84"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..831444611a15f005049cc3f97e986987d955f88c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_efea320168400f07/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:06:47.941878+00:00", + "ended_at": "2026-05-19T16:06:55.720895+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_efea320168400f07", + "problem_id": "v2p_n17_a2faecab1774cc75", + "dataset_id": "n17", + "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=time, measure_col=attribute6.", + "bindings": { + "group_col": "time", + "measure_col": "attribute6", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6cf0cd9f3ec3602f39f797e5df95995d4a89524c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:17.390669+00:00", + "ended_at": "2026-05-19T15:54:20.916165+00:00", + "elapsed_ms": 3525.47, + "returncode": 1, + "prompt_metrics": { + "chars": 6831, + "bytes_utf8": 6831, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..324e8c607636f343c45d942550e572cd9061414b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:21.919020+00:00", + "ended_at": "2026-05-19T15:54:25.111179+00:00", + "elapsed_ms": 3192.11, + "returncode": 1, + "prompt_metrics": { + "chars": 6831, + "bytes_utf8": 6831, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a10bf0232cf819495b3ba4e095355addc0d41d38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, measure_col=attribute9.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "class", + "measure_col": "attribute9", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a10bf0232cf819495b3ba4e095355addc0d41d38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, measure_col=attribute9.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "class", + "measure_col": "attribute9", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..76c78906710eeba7c4bb4774f6e897544f82cdad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-eedc-7ef3-85e4-548427403ca1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a558b678059069673f88ab79cb3bc122252b47ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-eedc-7ef3-85e4-548427403ca1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..631af436663403c89753d71a0e281fe9edfa3744 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-0095-72f0-a503-b3f76e18e572"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6223f715e313a89805faf7aaa71a5a267831a8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-0095-72f0-a503-b3f76e18e572"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f0d412c3788ef215/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8db100f3df25e331f0efd02f1d551e904cc0edcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/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=attribute5, measure_col=attribute8. +Result preview: [{"attribute5": "310", "attribute9": "-264", "total_measure": -191.0, "share_within_group": 100.0}, {"attribute5": "98", "attribute9": "-18", "total_measure": -14.0, "share_within_group": 100.0}, {"attribute5": "68", "attribute9": "0", "total_measure": 1100.0, "share_within_group": 96.49122807017544}, {"attribute5": "30", "attribute9": "6", "total_measure": 12618.0, "share_within_group": 92.89553117867924}, {"attribute5": "28", "attribute9": "8", "total_measure": 18028.0, "share_within_group": 89.65585836482992}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d15f22764c82298b690e2087a743bb7f4d02001 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_f10e8f0776266a41 +-- problem_id: v2p_n17_db83b8a790b450a7 +-- realization_mode: agent +-- source_kind: agent +SELECT "attribute5", "attribute9", + SUM(CAST("attribute8" AS REAL)) AS total_measure, + SUM(CAST("attribute8" AS REAL)) * 100.0 / SUM(SUM(CAST("attribute8" AS REAL))) OVER (PARTITION BY "attribute5") AS share_within_group +FROM "n17" +GROUP BY "attribute5", "attribute9" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e825de11fb6d9202aab9a94cc05885532dc53cf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/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 \"attribute5\", \"attribute9\",\n SUM(CAST(\"attribute8\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute8\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute8\" AS REAL))) OVER (PARTITION BY \"attribute5\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute5\", \"attribute9\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute5\\\", \\\"attribute9\\\",\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute8\\\" AS REAL))) OVER (PARTITION BY \\\"attribute5\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\", \\\"attribute9\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"attribute5\", \"attribute9\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"attribute5\": \"310\", \"attribute9\": \"-264\", \"total_measure\": -191.0, \"share_within_group\": 100.0}, {\"attribute5\": \"98\", \"attribute9\": \"-18\", \"total_measure\": -14.0, \"share_within_group\": 100.0}, {\"attribute5\": \"68\", \"attribute9\": \"0\", \"total_measure\": 1100.0, \"share_within_group\": 96.49122807017544}, {\"attribute5\": \"30\", \"attribute9\": \"6\", \"total_measure\": 12618.0, \"share_within_group\": 92.89553117867924}, {\"attribute5\": \"28\", \"attribute9\": \"8\", \"total_measure\": 18028.0, \"share_within_group\": 89.65585836482992}, {\"attribute5\": \"56\", \"attribute9\": \"0\", \"total_measure\": 11341.0, \"share_within_group\": 84.70386137874374}, {\"attribute5\": \"-38\", \"attribute9\": \"118\", \"total_measure\": 2575.0, \"share_within_group\": 84.17783589408303}, {\"attribute5\": \"24\", \"attribute9\": \"14\", \"total_measure\": 15249.0, \"share_within_group\": 83.90557939914163}, {\"attribute5\": \"20\", \"attribute9\": \"16\", \"total_measure\": 14794.0, \"share_within_group\": 82.0931135897009}, {\"attribute5\": \"12\", \"attribute9\": \"24\", \"total_measure\": 8918.0, \"share_within_group\": 72.95484293193718}, {\"attribute5\": \"-28\", \"attribute9\": \"84\", \"total_measure\": 2129.0, \"share_within_group\": 70.3801652892562}, {\"attribute5\": \"16\", \"attribute9\": \"22\", \"total_measure\": 9205.0, \"share_within_group\": 70.03195374315277}, {\"attribute5\": \"-10\", \"attribute9\": \"66\", \"total_measure\": 4821.0, \"share_within_group\": 69.21751615218952}, {\"attribute5\": \"-18\", \"attribute9\": \"74\", \"total_measure\": 3940.0, \"share_within_group\": 68.6411149825784}, {\"attribute5\": \"34\", \"attribute9\": \"4\", \"total_measure\": 13454.0, \"share_within_group\": 64.1613810863656}, {\"attribute5\": \"-46\", \"attribute9\": \"126\", \"total_measure\": 1297.0, \"share_within_group\": 62.68728854519092}, {\"attribute5\": \"-20\", \"attribute9\": \"76\", \"total_measure\": 4176.0, \"share_within_group\": 61.91252779836916}, {\"attribute5\": \"18\", \"attribute9\": \"18\", \"total_measure\": 9611.0, \"share_within_group\": 61.072631378280484}, {\"attribute5\": \"-6\", \"attribute9\": \"64\", \"total_measure\": 4636.0, \"share_within_group\": 59.43589743589744}, {\"attribute5\": \"10\", \"attribute9\": \"26\", \"total_measure\": 8172.0, \"share_within_group\": 58.589045024376254}, {\"attribute5\": \"-12\", \"attribute9\": \"68\", \"total_measure\": 3211.0, \"share_within_group\": 58.36059614685569}, {\"attribute5\": \"46\", \"attribute9\": \"0\", \"total_measure\": 38589.0, \"share_within_group\": 56.38369374634716}, {\"attribute5\": \"-36\", \"attribute9\": \"116\", \"total_measure\": 1203.0, \"share_within_group\": 56.0316721006055}, {\"attribute5\": \"36\", \"attribute9\": \"2\", \"total_measure\": 14427.0, \"share_within_group\": 55.367079863376446}, {\"attribute5\": \"26\", \"attribute9\": \"12\", \"total_measure\": 9489.0, \"share_within_group\": 55.29075865283767}, {\"attribute5\": \"60\", \"attribute9\": \"0\", \"total_measure\": 1157.0, \"share_within_group\": 54.93827160493827}, {\"attribute5\": \"54\", \"attribute9\": \"0\", \"total_measure\": 14103.0, \"share_within_group\": 53.709345723208166}, {\"attribute5\": \"-30\", \"attribute9\": \"86\", \"total_measure\": 1439.0, \"share_within_group\": 53.43483104344597}, {\"attribute5\": \"-24\", \"attribute9\": \"82\", \"total_measure\": 2723.0, \"share_within_group\": 53.18359375}, {\"attribute5\": \"6\", \"attribute9\": \"32\", \"total_measure\": 7076.0, \"share_within_group\": 52.3721412182666}, {\"attribute5\": \"62\", \"attribute9\": \"0\", \"total_measure\": 1014.0, \"share_within_group\": 51.05740181268882}, {\"attribute5\": \"-32\", \"attribute9\": \"112\", \"total_measure\": 1053.0, \"share_within_group\": 50.23854961832061}, {\"attribute5\": \"50\", \"attribute9\": \"0\", \"total_measure\": 20029.0, \"share_within_group\": 50.171588888053904}, {\"attribute5\": \"52\", \"attribute9\": \"0\", \"total_measure\": 13832.0, \"share_within_group\": 49.85941893158388}, {\"attribute5\": \"44\", \"attribute9\": \"0\", \"total_measure\": 29116.0, \"share_within_group\": 48.38473810156873}, {\"attribute5\": \"2\", \"attribute9\": \"34\", \"total_measure\": 5421.0, \"share_within_group\": 48.263888888888886}, {\"attribute5\": \"38\", \"attribute9\": \"0\", \"total_measure\": 24973.0, \"share_within_group\": 47.848329245861436}, {\"attribute5\": \"-30\", \"attribute9\": \"110\", \"total_measure\": 1254.0, \"share_within_group\": 46.56516895655403}, {\"attribute5\": \"42\", \"attribute9\": \"2\", \"total_measure\": 30877.0, \"share_within_group\": 46.30971128608924}, {\"attribute5\": \"54\", \"attribute9\": \"2\", \"total_measure\": 12155.0, \"share_within_group\": 46.290654276791834}, {\"attribute5\": \"38\", \"attribute9\": \"2\", \"total_measure\": 23891.0, \"share_within_group\": 45.77521459227468}, {\"attribute5\": \"64\", \"attribute9\": \"0\", \"total_measure\": 609.0, \"share_within_group\": 44.61538461538461}, {\"attribute5\": \"-36\", \"attribute9\": \"92\", \"total_measure\": 944.0, \"share_within_group\": 43.9683278993945}, {\"attribute5\": \"42\", \"attribute9\": \"0\", \"total_measure\": 28863.0, \"share_within_group\": 43.28908886389201}, {\"attribute5\": \"60\", \"attribute9\": \"2\", \"total_measure\": 855.0, \"share_within_group\": 40.598290598290596}, {\"attribute5\": \"62\", \"attribute9\": \"2\", \"total_measure\": 792.0, \"share_within_group\": 39.879154078549846}, {\"attribute5\": \"44\", \"attribute9\": \"2\", \"total_measure\": 23456.0, \"share_within_group\": 38.978994948152085}, {\"attribute5\": \"8\", \"attribute9\": \"30\", \"total_measure\": 6116.0, \"share_within_group\": 38.95789540735079}, {\"attribute5\": \"0\", \"attribute9\": \"36\", \"total_measure\": 5467.0, \"share_within_group\": 37.729468599033815}, {\"attribute5\": \"-2\", \"attribute9\": \"40\", \"total_measure\": 5629.0, \"share_within_group\": 37.56673785371063}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.2}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b8965c3737db7d413deecc9f757cc08d2c87ec0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:38:17.647985+00:00", + "ended_at": "2026-05-19T15:38:31.533238+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_f10e8f0776266a41", + "problem_id": "v2p_n17_db83b8a790b450a7", + "dataset_id": "n17", + "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=attribute5, measure_col=attribute8.", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute8", + "item_col": "attribute9", + "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": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=11", + "sql_variant_index=1/2", + "binding_index=34" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_f10e8f0776266a41.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_f10e8f0776266a41", + "api_calls": 0, + "input_tokens": 14150, + "cached_input_tokens": 13696, + "output_tokens": 619, + "total_tokens": 14769, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13870.59, + "sql_execution_elapsed_ms_total": 10.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c5228f39fd6a8d480a719710cca08117fc8eba7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:31.520965+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": 13870.59, "started_at": "2026-05-19T15:38:17.649603+00:00", "ended_at": "2026-05-19T15:38:31.520227+00:00", "prompt_metrics": {"chars": 7073, "bytes_utf8": 7073, "lines": 218, "estimated_tokens": null}, "response_metrics": {"chars": 605, "bytes_utf8": 605, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14150, "cached_input_tokens": 13696, "output_tokens": 619, "reasoning_output_tokens": 455}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute5\\\", \\\"attribute9\\\",\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute8\\\" AS REAL))) OVER (PARTITION BY \\\"attribute5\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\", \\\"attribute9\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Instantiated the Within-Group Share of Total template with group_col=\\\"attribute5\\\", item_col=\\\"attribute9\\\", and measure_col=\\\"attribute8\\\". CAST is used because the schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5374d54bbcd23c34a6f8b7884b23f29d7616834f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_f10e8f0776266a41", + "api_calls": 0, + "input_tokens": 14150, + "cached_input_tokens": 13696, + "output_tokens": 619, + "total_tokens": 14769, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13870.59, + "sql_execution_elapsed_ms_total": 10.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f20e981887815af7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f20e981887815af7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bce757f46a7d3f351a5c2dd066f0b60ec88082b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f20e981887815af7/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 11478, "support_share": 0.7915862068965517, "support_rank": 1}, {"value_label": "4", "support": 2155, "support_share": 0.14862068965517242, "support_rank": 2}, {"value_label": "5", "support": 809, "support_share": 0.055793103448275864, "support_rank": 3}, {"value_label": "3", "support": 39, "support_share": 0.0026896551724137933, "support_rank": 4}, {"value_label": "2", "support": 13, "support_share": 0.000896551724137931, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f20e981887815af7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f20e981887815af7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a6da23fbf163552e9373337a14b504d693cd52de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f20e981887815af7/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_f20e981887815af7 +-- problem_id: v2p_n17_838fda8b6438a502 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "class" AS value_label, COUNT(*) AS support + FROM "n17" + GROUP BY "class" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f20e981887815af7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f20e981887815af7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f85edaeadc3bd43aff9b649ddac03acb99a1ca2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f20e981887815af7/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_d\n-- sql_source_dataset_id: n17\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_n17_f20e981887815af7\n-- problem_id: v2p_n17_838fda8b6438a502\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"class\" AS value_label, COUNT(*) AS support\n FROM \"n17\"\n GROUP BY \"class\"\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_d\\n-- sql_source_dataset_id: n17\\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_n17_f20e981887815af7\\n-- problem_id: v2p_n17_838fda8b6438a502\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"class\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n17\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"1\", \"support\": 11478, \"support_share\": 0.7915862068965517, \"support_rank\": 1}, {\"value_label\": \"4\", \"support\": 2155, \"support_share\": 0.14862068965517242, \"support_rank\": 2}, {\"value_label\": \"5\", \"support\": 809, \"support_share\": 0.055793103448275864, \"support_rank\": 3}, {\"value_label\": \"3\", \"support\": 39, \"support_share\": 0.0026896551724137933, \"support_rank\": 4}, {\"value_label\": \"2\", \"support\": 13, \"support_share\": 0.000896551724137931, \"support_rank\": 5}, {\"value_label\": \"6\", \"support\": 4, \"support_share\": 0.00027586206896551725, \"support_rank\": 6}, {\"value_label\": \"7\", \"support\": 2, \"support_share\": 0.00013793103448275863, \"support_rank\": 7}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.12}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f20e981887815af7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f20e981887815af7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ef4eebeae0e3db04f3db5c4d798322d98c5353fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f20e981887815af7/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T16:06:55.849196+00:00", + "ended_at": "2026-05-19T16:06:55.854010+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_f20e981887815af7", + "problem_id": "v2p_n17_838fda8b6438a502", + "dataset_id": "n17", + "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=class.", + "bindings": { + "group_col": "class" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_f20e981887815af7.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_d/n17/artifacts/v2q_n17_f20e981887815af7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f20e981887815af7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f20e981887815af7/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_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0942c4f17c2a16eefc7201ebd52e1565cc36ff6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_f28712dc00110c45", + "api_calls": 0, + "input_tokens": 14166, + "cached_input_tokens": 12032, + "output_tokens": 535, + "total_tokens": 14701, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17265.89, + "sql_execution_elapsed_ms_total": 16.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b88342736b22082c66076d2d8d293f7f835f1d0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:37.532910+00:00", + "ended_at": "2026-05-19T15:48:54.798833+00:00", + "elapsed_ms": 17265.89, + "prompt_metrics": { + "chars": 7205, + "bytes_utf8": 7205, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1047, + "bytes_utf8": 1047, + "lines": 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": 14166, + "cached_input_tokens": 12032, + "output_tokens": 535, + "reasoning_output_tokens": 357 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a717167becdb97778cb4e8a28749300101810108 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=time, measure_col=attribute9.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "time", + "measure_col": "attribute9", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..257383add6c7275cd913a9d22f0eb2def733caea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-bf2b-7d41-a00a-9c207444fa93"} +{"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 \\\"time\\\", SUM(CAST(\\\"attribute9\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"time\\\"\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"time\\\", 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=\\\"time\\\" and measure_col=\\\"attribute9\\\". Casted \\\"attribute9\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14166,"cached_input_tokens":12032,"output_tokens":535,"reasoning_output_tokens":357}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b05197868ecc3ccb1cf339dbe8c1defbc0b5cbc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"time\", SUM(CAST(\"attribute9\" AS REAL)) AS \"group_value\"\n FROM \"n17\"\n GROUP BY \"time\"\n), total AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM grouped\n)\nSELECT g.\"time\", 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=\"time\" and measure_col=\"attribute9\". Casted \"attribute9\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a96a2d818e7edccb4a1b8555ab86055041e3c881 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/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=attribute8, measure_col=attribute6. +Result preview: [{"attribute8": "41", "group_value": 25860.0}, {"attribute8": "-191", "group_value": 15164.0}, {"attribute8": "-14", "group_value": 8098.0}, {"attribute8": "48", "group_value": 2854.0}, {"attribute8": "81", "group_value": 2386.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2bf4126a8fd2446df02a875b0d1153fc0295e7e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_f9216928a15dd2c8 +-- problem_id: v2p_n17_0926776ccb452423 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "attribute8", SUM(CAST("attribute6" AS REAL)) AS group_value + FROM "n17" + GROUP BY "attribute8" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."attribute8", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce1098978b925d2c10a1cb9b5ac587875e7731e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/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 \"attribute8\", SUM(CAST(\"attribute6\" AS REAL)) AS group_value\n FROM \"n17\"\n GROUP BY \"attribute8\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"attribute8\", 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;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"attribute8\\\", SUM(CAST(\\\"attribute6\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute8\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute8\\\", 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;\", \"columns\": [\"attribute8\", \"group_value\"], \"rows\": [{\"attribute8\": \"41\", \"group_value\": 25860.0}, {\"attribute8\": \"-191\", \"group_value\": 15164.0}, {\"attribute8\": \"-14\", \"group_value\": 8098.0}, {\"attribute8\": \"48\", \"group_value\": 2854.0}, {\"attribute8\": \"81\", \"group_value\": 2386.0}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.79}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..38754716281f432c0ee697ca203d03b512b9e35f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:47:03.671889+00:00", + "ended_at": "2026-05-19T15:47:17.641564+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_f9216928a15dd2c8", + "problem_id": "v2p_n17_0926776ccb452423", + "dataset_id": "n17", + "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=attribute8, measure_col=attribute6.", + "bindings": { + "group_col": "attribute8", + "measure_col": "attribute6", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=77" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_f9216928a15dd2c8.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_f9216928a15dd2c8", + "api_calls": 0, + "input_tokens": 14167, + "cached_input_tokens": 12672, + "output_tokens": 446, + "total_tokens": 14613, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13957.45, + "sql_execution_elapsed_ms_total": 7.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88fcb0638b08c2a3eaa6c0ae52766a5cc7be0186 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:17.631871+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13957.45, "started_at": "2026-05-19T15:47:03.673296+00:00", "ended_at": "2026-05-19T15:47:17.630784+00:00", "prompt_metrics": {"chars": 7216, "bytes_utf8": 7216, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 649, "bytes_utf8": 649, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14167, "cached_input_tokens": 12672, "output_tokens": 446, "reasoning_output_tokens": 277}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"attribute8\\\", SUM(CAST(\\\"attribute6\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute8\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute8\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the requested Relative-to-Total Extreme Threshold template with \\\"attribute8\\\" as the group column and SUM of CAST(\\\"attribute6\\\" AS REAL) because the source columns are stored as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6d91d747ca418e1fc42c7fe2c06474ed93c653b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_f9216928a15dd2c8", + "api_calls": 0, + "input_tokens": 14167, + "cached_input_tokens": 12672, + "output_tokens": 446, + "total_tokens": 14613, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13957.45, + "sql_execution_elapsed_ms_total": 7.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b004a4e04f29325e6de32c0550a3a9ae0f6218d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/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=attribute3, measure_col=attribute6. +Result preview: [{"attribute3": "102", "attribute7": "61", "total_measure": 47.0, "share_within_group": 4700.0}, {"attribute3": "102", "attribute7": "57", "total_measure": 38.0, "share_within_group": 3800.0}, {"attribute3": "102", "attribute7": "64", "total_measure": 34.0, "share_within_group": 3400.0}, {"attribute3": "102", "attribute7": "1", "total_measure": 14.0, "share_within_group": 1400.0}, {"attribute3": "105", "attribute7": "1", "total_measure": -86.0, "share_within_group": 1075.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e15bc6043b3c3c8af944c73bed5ccb099821d06c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n17 +-- 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_n17_fa57583a8f4e2f69 +-- problem_id: v2p_n17_69dda9f99a4b65d4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "attribute3", + "attribute7", + SUM(CAST("attribute6" AS REAL)) AS total_measure, + SUM(CAST("attribute6" AS REAL)) * 100.0 / SUM(SUM(CAST("attribute6" AS REAL))) OVER (PARTITION BY "attribute3") AS share_within_group +FROM "n17" +GROUP BY "attribute3", "attribute7" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..700fa403ae6313f5d984deb1c5b2de700a6c4de2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/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 \"attribute3\",\n \"attribute7\",\n SUM(CAST(\"attribute6\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute6\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute6\" AS REAL))) OVER (PARTITION BY \"attribute3\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute3\", \"attribute7\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n \\\"attribute3\\\",\\n \\\"attribute7\\\",\\n SUM(CAST(\\\"attribute6\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute6\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute6\\\" AS REAL))) OVER (PARTITION BY \\\"attribute3\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\", \\\"attribute7\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"attribute3\", \"attribute7\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"attribute3\": \"102\", \"attribute7\": \"61\", \"total_measure\": 47.0, \"share_within_group\": 4700.0}, {\"attribute3\": \"102\", \"attribute7\": \"57\", \"total_measure\": 38.0, \"share_within_group\": 3800.0}, {\"attribute3\": \"102\", \"attribute7\": \"64\", \"total_measure\": 34.0, \"share_within_group\": 3400.0}, {\"attribute3\": \"102\", \"attribute7\": \"1\", \"total_measure\": 14.0, \"share_within_group\": 1400.0}, {\"attribute3\": \"105\", \"attribute7\": \"1\", \"total_measure\": -86.0, \"share_within_group\": 1075.0}, {\"attribute3\": \"102\", \"attribute7\": \"59\", \"total_measure\": 7.0, \"share_within_group\": 700.0}, {\"attribute3\": \"78\", \"attribute7\": \"41\", \"total_measure\": 228.0, \"share_within_group\": 651.4285714285714}, {\"attribute3\": \"87\", \"attribute7\": \"46\", \"total_measure\": 121.0, \"share_within_group\": 576.1904761904761}, {\"attribute3\": \"87\", \"attribute7\": \"38\", \"total_measure\": 93.0, \"share_within_group\": 442.85714285714283}, {\"attribute3\": \"75\", \"attribute7\": \"38\", \"total_measure\": 237.0, \"share_within_group\": 401.6949152542373}, {\"attribute3\": \"78\", \"attribute7\": \"27\", \"total_measure\": 133.0, \"share_within_group\": 380.0}, {\"attribute3\": \"106\", \"attribute7\": \"69\", \"total_measure\": -504.0, \"share_within_group\": 284.7457627118644}, {\"attribute3\": \"74\", \"attribute7\": \"37\", \"total_measure\": 72.0, \"share_within_group\": 276.9230769230769}, {\"attribute3\": \"87\", \"attribute7\": \"44\", \"total_measure\": 44.0, \"share_within_group\": 209.52380952380952}, {\"attribute3\": \"78\", \"attribute7\": \"33\", \"total_measure\": 71.0, \"share_within_group\": 202.85714285714286}, {\"attribute3\": \"87\", \"attribute7\": \"36\", \"total_measure\": 39.0, \"share_within_group\": 185.71428571428572}, {\"attribute3\": \"96\", \"attribute7\": \"41\", \"total_measure\": -275.0, \"share_within_group\": 160.8187134502924}, {\"attribute3\": \"78\", \"attribute7\": \"35\", \"total_measure\": 56.0, \"share_within_group\": 160.0}, {\"attribute3\": \"78\", \"attribute7\": \"30\", \"total_measure\": 47.0, \"share_within_group\": 134.28571428571428}, {\"attribute3\": \"93\", \"attribute7\": \"55\", \"total_measure\": 225.0, \"share_within_group\": 132.35294117647058}, {\"attribute3\": \"79\", \"attribute7\": \"42\", \"total_measure\": 525.0, \"share_within_group\": 117.4496644295302}, {\"attribute3\": \"98\", \"attribute7\": \"42\", \"total_measure\": 127.0, \"share_within_group\": 116.5137614678899}, {\"attribute3\": \"104\", \"attribute7\": \"66\", \"total_measure\": 121.0, \"share_within_group\": 116.34615384615384}, {\"attribute3\": \"97\", \"attribute7\": \"41\", \"total_measure\": 472.0, \"share_within_group\": 114.5631067961165}, {\"attribute3\": \"99\", \"attribute7\": \"56\", \"total_measure\": -25.0, \"share_within_group\": 113.63636363636364}, {\"attribute3\": \"110\", \"attribute7\": \"46\", \"total_measure\": -27.0, \"share_within_group\": 112.5}, {\"attribute3\": \"78\", \"attribute7\": \"25\", \"total_measure\": 39.0, \"share_within_group\": 111.42857142857143}, {\"attribute3\": \"73\", \"attribute7\": \"18\", \"total_measure\": -31.0, \"share_within_group\": 110.71428571428571}, {\"attribute3\": \"113\", \"attribute7\": \"49\", \"total_measure\": 63.0, \"share_within_group\": 108.62068965517241}, {\"attribute3\": \"83\", \"attribute7\": \"4\", \"total_measure\": -17733.0, \"share_within_group\": 102.53252385082394}, {\"attribute3\": \"85\", \"attribute7\": \"41\", \"total_measure\": 12997.0, \"share_within_group\": 100.60376190107594}, {\"attribute3\": \"80\", \"attribute7\": \"43\", \"total_measure\": 399.0, \"share_within_group\": 100.50377833753149}, {\"attribute3\": \"118\", \"attribute7\": \"73\", \"total_measure\": 15164.0, \"share_within_group\": 100.0}, {\"attribute3\": \"40\", \"attribute7\": \"4\", \"total_measure\": -10.0, \"share_within_group\": 100.0}, {\"attribute3\": \"64\", \"attribute7\": \"21\", \"total_measure\": -6.0, \"share_within_group\": 100.0}, {\"attribute3\": \"103\", \"attribute7\": \"1\", \"total_measure\": 93.0, \"share_within_group\": 93.0}, {\"attribute3\": \"76\", \"attribute7\": \"20\", \"total_measure\": 2317.0, \"share_within_group\": 90.33138401559454}, {\"attribute3\": \"88\", \"attribute7\": \"42\", \"total_measure\": 2235.0, \"share_within_group\": 85.99461331281262}, {\"attribute3\": \"87\", \"attribute7\": \"32\", \"total_measure\": 18.0, \"share_within_group\": 85.71428571428571}, {\"attribute3\": \"112\", \"attribute7\": \"46\", \"total_measure\": 20.0, \"share_within_group\": 83.33333333333333}, {\"attribute3\": \"84\", \"attribute7\": \"4\", \"total_measure\": -1636.0, \"share_within_group\": 82.33517866129844}, {\"attribute3\": \"99\", \"attribute7\": \"61\", \"total_measure\": -18.0, \"share_within_group\": 81.81818181818181}, {\"attribute3\": \"110\", \"attribute7\": \"62\", \"total_measure\": -19.0, \"share_within_group\": 79.16666666666667}, {\"attribute3\": \"89\", \"attribute7\": \"45\", \"total_measure\": -129.0, \"share_within_group\": 78.18181818181819}, {\"attribute3\": \"78\", \"attribute7\": \"32\", \"total_measure\": 27.0, \"share_within_group\": 77.14285714285714}, {\"attribute3\": \"77\", \"attribute7\": \"39\", \"total_measure\": 13231.0, \"share_within_group\": 76.3165484224491}, {\"attribute3\": \"105\", \"attribute7\": \"-18\", \"total_measure\": -6.0, \"share_within_group\": 75.0}, {\"attribute3\": \"82\", \"attribute7\": \"26\", \"total_measure\": 781.0, \"share_within_group\": 64.70588235294117}, {\"attribute3\": \"91\", \"attribute7\": \"35\", \"total_measure\": 66.0, \"share_within_group\": 64.70588235294117}, {\"attribute3\": \"92\", \"attribute7\": \"54\", \"total_measure\": 222.0, \"share_within_group\": 63.06818181818182}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.32}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9633c5e593576e87c5811433c92b9f21f0fd9a63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n17", + "started_at": "2026-05-19T15:37:36.085559+00:00", + "ended_at": "2026-05-19T15:37:51.815825+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n17_fa57583a8f4e2f69", + "problem_id": "v2p_n17_69dda9f99a4b65d4", + "dataset_id": "n17", + "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=attribute3, measure_col=attribute6.", + "bindings": { + "group_col": "attribute3", + "measure_col": "attribute6", + "item_col": "attribute7", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/sql/v2q_n17_fa57583a8f4e2f69.sql", + "usage_summary": { + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_fa57583a8f4e2f69", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 12672, + "output_tokens": 687, + "total_tokens": 14836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15709.09, + "sql_execution_elapsed_ms_total": 15.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b027d0363a27371edeaa72028f262983da7161ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:51.797656+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": 15709.09, "started_at": "2026-05-19T15:37:36.087455+00:00", "ended_at": "2026-05-19T15:37:51.796580+00:00", "prompt_metrics": {"chars": 7069, "bytes_utf8": 7069, "lines": 218, "estimated_tokens": null}, "response_metrics": {"chars": 614, "bytes_utf8": 614, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14149, "cached_input_tokens": 12672, "output_tokens": 687, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n \\\"attribute3\\\",\\n \\\"attribute7\\\",\\n SUM(CAST(\\\"attribute6\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute6\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute6\\\" AS REAL))) OVER (PARTITION BY \\\"attribute3\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\", \\\"attribute7\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Instantiated the Within-Group Share of Total template with group_col=\\\"attribute3\\\", item_col=\\\"attribute7\\\", and measure_col=\\\"attribute6\\\". CAST is used because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b0253b13b1ed0a4ff2a5c2ff8a8658b60c5bbd66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_fa57583a8f4e2f69", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 12672, + "output_tokens": 687, + "total_tokens": 14836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15709.09, + "sql_execution_elapsed_ms_total": 15.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2fec52e8fdec871596c098949df0b54cc1b1be2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6838, "bytes_utf8": 6838, "lines": 216, "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": 1948, "bytes_utf8": 1948, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14069, "cached_input_tokens": 13696, "output_tokens": 2245, "reasoning_output_tokens": 1591}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..90ab980e20fa572d3509e96b0e9e0217430110e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_fdee38310dcd1a8d", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 13696, + "output_tokens": 2245, + "total_tokens": 16314, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35302.23, + "sql_execution_elapsed_ms_total": 58.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b13d7766e2bbb5335dd7bd05b28562799283bce0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/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": "2026-05-19T15:50:16.654460+00:00", + "ended_at": "2026-05-19T15:50:51.956710+00:00", + "elapsed_ms": 35302.23, + "prompt_metrics": { + "chars": 6838, + "bytes_utf8": 6838, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2711, + "bytes_utf8": 2711, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1948, + "bytes_utf8": 1948, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14069, + "cached_input_tokens": 13696, + "output_tokens": 2245, + "reasoning_output_tokens": 1591 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37a25ce72879ae8ce7f9545900ba52c86c6b25ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=attribute6, measure_col=attribute5.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute6", + "measure_col": "attribute5", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..01247b8caef2f62b3505b8ebea22f48a1671b446 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-4250-7e20-a202-2d7a459b2964"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"attribute6\\\" AS \\\"attribute6\\\",\\n CAST(\\\"attribute5\\\" AS REAL) AS \\\"attribute5\\\"\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute6\\\" IS NOT NULL\\n AND \\\"attribute5\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"attribute6\\\",\\n \\\"attribute5\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"attribute6\\\" ORDER BY \\\"attribute5\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"attribute6\\\") AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"attribute6\\\",\\n \\\"cnt\\\",\\n (1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS \\\"pos\\\",\\n CAST((1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS INTEGER) AS \\\"lo\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"attribute6\\\",\\n \\\"cnt\\\",\\n \\\"pos\\\",\\n \\\"lo\\\",\\n CASE\\n WHEN \\\"pos\\\" = \\\"lo\\\" THEN \\\"lo\\\"\\n ELSE \\\"lo\\\" + 1\\n END AS \\\"hi\\\"\\n FROM \\\"positions\\\"\\n)\\nSELECT\\n \\\"b\\\".\\\"attribute6\\\" AS \\\"attribute6\\\",\\n CASE\\n WHEN \\\"b\\\".\\\"lo\\\" = \\\"b\\\".\\\"hi\\\" THEN MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"lo\\\" THEN \\\"r\\\".\\\"attribute5\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"lo\\\" THEN \\\"r\\\".\\\"attribute5\\\" END) * (\\\"b\\\".\\\"hi\\\" - \\\"b\\\".\\\"pos\\\") +\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"hi\\\" THEN \\\"r\\\".\\\"attribute5\\\" END) * (\\\"b\\\".\\\"pos\\\" - \\\"b\\\".\\\"lo\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\" AS \\\"b\\\"\\nJOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"attribute6\\\" = \\\"b\\\".\\\"attribute6\\\"\\nGROUP BY\\n \\\"b\\\".\\\"attribute6\\\",\\n \\\"b\\\".\\\"cnt\\\",\\n \\\"b\\\".\\\"pos\\\",\\n \\\"b\\\".\\\"lo\\\",\\n \\\"b\\\".\\\"hi\\\"\\nHAVING \\\"b\\\".\\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC, CAST(\\\"b\\\".\\\"attribute6\\\" AS REAL) ASC;\",\"notes\":\"Computes the 90th percentile of \\\"attribute5\\\" within each \\\"attribute6\\\" group using SQLite window functions and linear interpolation to emulate PERCENTILE_CONT(0.9); both TEXT fields are cast to REAL, and groups smaller than 5 rows are excluded for stability.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14069,"cached_input_tokens":13696,"output_tokens":2245,"reasoning_output_tokens":1591}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..289c7c2249d37e3c9e3fa5dfaa692b93089c5c2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"attribute6\" AS \"attribute6\",\n CAST(\"attribute5\" AS REAL) AS \"attribute5\"\n FROM \"n17\"\n WHERE \"attribute6\" IS NOT NULL\n AND \"attribute5\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"attribute6\",\n \"attribute5\",\n ROW_NUMBER() OVER (PARTITION BY \"attribute6\" ORDER BY \"attribute5\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"attribute6\") AS \"cnt\"\n FROM \"base\"\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"attribute6\",\n \"cnt\",\n (1.0 + (0.9 * (\"cnt\" - 1))) AS \"pos\",\n CAST((1.0 + (0.9 * (\"cnt\" - 1))) AS INTEGER) AS \"lo\"\n FROM \"ranked\"\n),\n\"bounds\" AS (\n SELECT\n \"attribute6\",\n \"cnt\",\n \"pos\",\n \"lo\",\n CASE\n WHEN \"pos\" = \"lo\" THEN \"lo\"\n ELSE \"lo\" + 1\n END AS \"hi\"\n FROM \"positions\"\n)\nSELECT\n \"b\".\"attribute6\" AS \"attribute6\",\n CASE\n WHEN \"b\".\"lo\" = \"b\".\"hi\" THEN MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"lo\" THEN \"r\".\"attribute5\" END)\n ELSE\n MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"lo\" THEN \"r\".\"attribute5\" END) * (\"b\".\"hi\" - \"b\".\"pos\") +\n MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"hi\" THEN \"r\".\"attribute5\" END) * (\"b\".\"pos\" - \"b\".\"lo\")\n END AS \"percentile_measure\"\nFROM \"bounds\" AS \"b\"\nJOIN \"ranked\" AS \"r\"\n ON \"r\".\"attribute6\" = \"b\".\"attribute6\"\nGROUP BY\n \"b\".\"attribute6\",\n \"b\".\"cnt\",\n \"b\".\"pos\",\n \"b\".\"lo\",\n \"b\".\"hi\"\nHAVING \"b\".\"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC, CAST(\"b\".\"attribute6\" AS REAL) ASC;","notes":"Computes the 90th percentile of \"attribute5\" within each \"attribute6\" group using SQLite window functions and linear interpolation to emulate PERCENTILE_CONT(0.9); both TEXT fields are cast to REAL, and groups smaller than 5 rows are excluded for stability."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fdee38310dcd1a8d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391