diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..886a4d8baa7b10480fb1b7d123424a3abc640651 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14476, "cached_input_tokens": 12032, "output_tokens": 296, "reasoning_output_tokens": 188}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8e2530c74bdbff1dd02a666b06f124631a17254c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0239285d30571f07", + "api_calls": 0, + "input_tokens": 14476, + "cached_input_tokens": 12032, + "output_tokens": 296, + "total_tokens": 14772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8374.49, + "sql_execution_elapsed_ms_total": 64.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..abd97ee5b39b7ce489c70c6f6132ccf6988a1683 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/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": "2026-05-19T15:41:05.902810+00:00", + "ended_at": "2026-05-19T15:41:14.277334+00:00", + "elapsed_ms": 8374.49, + "prompt_metrics": { + "chars": 7149, + "bytes_utf8": 7149, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 735, + "bytes_utf8": 735, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 372, + "bytes_utf8": 372, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14476, + "cached_input_tokens": 12032, + "output_tokens": 296, + "reasoning_output_tokens": 188 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e138f5d1b6422e609aefb4d46ab0bbce6380607 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "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": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d095223545a00a9b49d04f702b83df5ab4937efa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-daf5-7071-9b1b-2fa861f32573"} +{"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 \\\"g\\\",\\n AVG(CAST(\\\"2.6449\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n11\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". Cast the measure to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14476,"cached_input_tokens":12032,"output_tokens":296,"reasoning_output_tokens":188}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d7f2567b9d4b30fedfab978cc9737e7618bc05f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"g\",\n AVG(CAST(\"2.6449\" AS REAL)) OVER (PARTITION BY \"g\") AS \"avg_measure\"\nFROM \"n11\"\nORDER BY \"avg_measure\" DESC;","notes":"Applied the Window Partition Average template with group_col=\"g\" and measure_col=\"2.6449\". Cast the measure 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_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c93de980489faa70b52cf0fb92f37e88a40878c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7244, "bytes_utf8": 7244, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 982, "bytes_utf8": 982, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 13696, "output_tokens": 1217, "reasoning_output_tokens": 898}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..64aaa7da40b6a4fdd4d97b7d58b381d1326b0566 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_034cc6d6c16053cc", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 1217, + "total_tokens": 15720, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25710.93, + "sql_execution_elapsed_ms_total": 48.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..639a3515d422d5ad91e89bbedf0d1601bd7ac0a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/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": "2026-05-19T15:48:26.233243+00:00", + "ended_at": "2026-05-19T15:48:51.944208+00:00", + "elapsed_ms": 25710.93, + "prompt_metrics": { + "chars": 7244, + "bytes_utf8": 7244, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1797, + "bytes_utf8": 1797, + "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": 982, + "bytes_utf8": 982, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 1217, + "reasoning_output_tokens": 898 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..21b90bd643e6b04a0c68a6c49e7cb01cc1ebeaa6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "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": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa87b489d5fd4ac9fd304c3a56f3b79432a797e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ec-9316-79e1-8cea-c4f329ae28e2"} +{"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 1993606, Requested 15138. Please try again in 262ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"0.1982\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"0.1982\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"0.1982\\\" IS NOT NULL\\n),\\n\\\"cutoff\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) + ((0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER)) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"cutoff\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per group via window functions and casts the TEXT measure column \\\"0.1982\\\" to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14503,"cached_input_tokens":13696,"output_tokens":1217,"reasoning_output_tokens":898}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a9e19e2959e0f9625bafd9f71073eff7c960c74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"0.1982\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"0.1982\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"0.1982\" IS NOT NULL\n),\n\"cutoff\" AS (\n SELECT\n \"g\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") AS INTEGER) + ((0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER)) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"cutoff\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"g\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per group via window functions and casts the TEXT measure column \"0.1982\" to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5be66bb875370d9846dc7711df2628d6af1db99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/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=g. +Result preview: [{"g": "h", "support": 6688}, {"g": "g", "support": 12331}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f4b512e007a845e49413114807494604c56c7a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_037f3d76812ee306 +-- problem_id: v2p_n11_73f80915dd24c4ae +-- realization_mode: agent +-- source_kind: agent +SELECT + "g", + COUNT(*) AS support +FROM "n11" +GROUP BY "g" +ORDER BY support ASC, "g" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e495a32b963e970d68e70ab7fefbe22f82e056cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/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 \"g\",\n COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY support ASC, \"g\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 10;\", \"columns\": [\"g\", \"support\"], \"rows\": [{\"g\": \"h\", \"support\": 6688}, {\"g\": \"g\", \"support\": 12331}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.67}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7a974421c4b5649e052644265a91867868efceb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:03:25.553460+00:00", + "ended_at": "2026-05-19T16:03:37.281671+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_037f3d76812ee306", + "problem_id": "v2p_n11_73f80915dd24c4ae", + "dataset_id": "n11", + "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=g.", + "bindings": { + "group_col": "g", + "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": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_037f3d76812ee306.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_037f3d76812ee306", + "api_calls": 0, + "input_tokens": 14469, + "cached_input_tokens": 12032, + "output_tokens": 187, + "total_tokens": 14656, + "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": 10711.61, + "sql_execution_elapsed_ms_total": 8.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34290ade4651f1f6e95cda1f146c9514e0651aee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:03:28.714891+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3157.7, "started_at": "2026-05-19T16:03:25.556459+00:00", "ended_at": "2026-05-19T16:03:28.714192+00:00", "prompt_metrics": {"chars": 7059, "bytes_utf8": 7059, "lines": 226, "estimated_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-4c11-73e3-8e00-fa808e828dad\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:03:37.270892+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": 7553.91, "started_at": "2026-05-19T16:03:29.715619+00:00", "ended_at": "2026-05-19T16:03:37.269569+00:00", "prompt_metrics": {"chars": 7059, "bytes_utf8": 7059, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 276, "bytes_utf8": 276, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14469, "cached_input_tokens": 12032, "output_tokens": 187, "reasoning_output_tokens": 100}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 10;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"g\\\" and top_k=10.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a543f07ee841f68f495bdd471e64dd8ad435f34d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_037f3d76812ee306", + "api_calls": 0, + "input_tokens": 14469, + "cached_input_tokens": 12032, + "output_tokens": 187, + "total_tokens": 14656, + "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": 10711.61, + "sql_execution_elapsed_ms_total": 8.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f07845b2e7bc62f34e6171ca20b262a5f85f55a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/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=g, measure_col=2.6449. +Result preview: [{"g": "g", "group_value": 34329.9059}, {"g": "h", "group_value": 19399.2718}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f255c8aeae9f19a89697e8ee2258ec3cf1405ba4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_04773d7cdf3a5df9 +-- problem_id: v2p_n11_5caea00bc70ad425 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("2.6449" AS REAL)) AS group_value + FROM "n11" + GROUP BY "g" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT grp."g", grp.group_value +FROM grouped AS grp +CROSS JOIN total AS t +WHERE grp.group_value > t.total_value * 0.05 +ORDER BY grp.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..908cb7a0a588dd55b36b19de4fedcf330302b8ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/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 \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT grp.\"g\", grp.group_value\nFROM grouped AS grp\nCROSS JOIN total AS t\nWHERE grp.group_value > t.total_value * 0.05\nORDER BY grp.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT grp.\\\"g\\\", grp.group_value\\nFROM grouped AS grp\\nCROSS JOIN total AS t\\nWHERE grp.group_value > t.total_value * 0.05\\nORDER BY grp.group_value DESC;\", \"columns\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"g\", \"group_value\": 34329.9059}, {\"g\": \"h\", \"group_value\": 19399.2718}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.23}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0eb25a459e2a4192f3334aa370f70def33b9939a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:44:52.018169+00:00", + "ended_at": "2026-05-19T15:45:01.989976+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_04773d7cdf3a5df9", + "problem_id": "v2p_n11_5caea00bc70ad425", + "dataset_id": "n11", + "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=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "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": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_04773d7cdf3a5df9.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_04773d7cdf3a5df9", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 13696, + "output_tokens": 496, + "total_tokens": 15099, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9955.82, + "sql_execution_elapsed_ms_total": 11.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5d17b8186ac06b486cdefcc157e1c70a3834a6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:01.977043+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": 9955.82, "started_at": "2026-05-19T15:44:52.020336+00:00", "ended_at": "2026-05-19T15:45:01.976182+00:00", "prompt_metrics": {"chars": 7621, "bytes_utf8": 7621, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 590, "bytes_utf8": 590, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14603, "cached_input_tokens": 13696, "output_tokens": 496, "reasoning_output_tokens": 333}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT grp.\\\"g\\\", grp.group_value\\nFROM grouped AS grp\\nCROSS JOIN total AS t\\nWHERE grp.group_value > t.total_value * 0.05\\nORDER BY grp.group_value DESC;\",\"notes\":\"Used the required template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". CAST to REAL is necessary because the SQLite schema stores the measure column as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..acfdee9353ad3565b510fbc9701d17a3fc5180d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_04773d7cdf3a5df9", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 13696, + "output_tokens": 496, + "total_tokens": 15099, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9955.82, + "sql_execution_elapsed_ms_total": 11.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4dfb25a252fcc17ae3c66788b489f1b7b5c29c35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7471, "bytes_utf8": 7471, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14584, "cached_input_tokens": 12032, "output_tokens": 601, "reasoning_output_tokens": 433}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d4e8a90eba63e4da4fe2547e86d8581e7fbcdbc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_07b3b225115bf2d8", + "api_calls": 0, + "input_tokens": 14584, + "cached_input_tokens": 12032, + "output_tokens": 601, + "total_tokens": 15185, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35326.7, + "sql_execution_elapsed_ms_total": 96.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2d2e06b1bb0357db867e0de81ba032ef0591cc3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/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": "2026-05-19T15:32:56.356976+00:00", + "ended_at": "2026-05-19T15:33:31.683708+00:00", + "elapsed_ms": 35326.7, + "prompt_metrics": { + "chars": 7471, + "bytes_utf8": 7471, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2241, + "bytes_utf8": 2241, + "lines": 8, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 530, + "bytes_utf8": 530, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14584, + "cached_input_tokens": 12032, + "output_tokens": 601, + "reasoning_output_tokens": 433 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80a4f83018b7e3f843765d0474a6b1208fca2740 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "item_col": "22.011", + "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": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de1523be0cc55cc434292091920182b89e2e547e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40de-62ae-70f3-a65c-567aa9f30d01"} +{"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 1990267, Requested 15219. Please try again in 164ms. 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 1986147, Requested 15219. Please try again in 40ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15219. Please try again in 456ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1991866, Requested 15219. Please try again in 212ms. 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 \\\"g\\\", \\\"22.011\\\",\\n SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"27.7004\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"27.7004\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"22.011\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"g\\\", item_col=\\\"22.011\\\", and measure_col=\\\"27.7004\\\". CAST to REAL because the measure column is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14584,"cached_input_tokens":12032,"output_tokens":601,"reasoning_output_tokens":433}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bfbade8b8c60d46b1423be0c68e5dc8906d24d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"g\", \"22.011\",\n SUM(CAST(\"27.7004\" AS REAL)) AS total_measure,\n SUM(CAST(\"27.7004\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"27.7004\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"22.011\"\nORDER BY share_within_group DESC;","notes":"Used the required template with group_col=\"g\", item_col=\"22.011\", and measure_col=\"27.7004\". CAST to REAL because the measure column is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..148e4d158d392d2dec791a192ef72fadccb2374d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7624, "bytes_utf8": 7624, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 579, "bytes_utf8": 579, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 13696, "output_tokens": 429, "reasoning_output_tokens": 265}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..66b3fe94ebf005a02f11a132dc776cacec7683c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0947c89ffe9f4b01", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 429, + "total_tokens": 15030, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11230.84, + "sql_execution_elapsed_ms_total": 10.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..974ca327a2f911fa6307d50823ebf40e4a1c5432 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/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": "2026-05-19T15:47:05.775242+00:00", + "ended_at": "2026-05-19T15:47:17.006130+00:00", + "elapsed_ms": 11230.84, + "prompt_metrics": { + "chars": 7624, + "bytes_utf8": 7624, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 946, + "bytes_utf8": 946, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 579, + "bytes_utf8": 579, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 429, + "reasoning_output_tokens": 265 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20156b3f53fe343c4509589477c4622805e2954b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "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": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be679de886d56a30cbde0c34f40292e225a4e13e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-58ed-7ab2-a005-e836521ba310"} +{"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 \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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=\\\"g\\\" and measure_col=\\\"-8.2027\\\". CAST to REAL is necessary because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14601,"cached_input_tokens":13696,"output_tokens":429,"reasoning_output_tokens":265}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0767782a6e2ab75863a10c0ef04e9a388ff0f04c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", 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=\"g\" and measure_col=\"-8.2027\". CAST to REAL is necessary 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_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f7f9c0f6bb3a0c90b13bfafa6d2dc7b886beabc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/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": "2026-05-19T16:06:08.675384+00:00", + "ended_at": "2026-05-19T16:06:11.982326+00:00", + "elapsed_ms": 3306.91, + "returncode": 1, + "prompt_metrics": { + "chars": 7237, + "bytes_utf8": 7237, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..849d77d57a76347928670527256b168898e0d5b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/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": "2026-05-19T16:06:12.983943+00:00", + "ended_at": "2026-05-19T16:06:16.260440+00:00", + "elapsed_ms": 3276.46, + "returncode": 1, + "prompt_metrics": { + "chars": 7237, + "bytes_utf8": 7237, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c25239cc2bc320d799cb250b9c7b9d50079d6fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "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": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c25239cc2bc320d799cb250b9c7b9d50079d6fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "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": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f04b8839b5eb886d59869435ba96912d78742d7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-c929-7cb3-9704-a01c26b34814"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3194f4bb4069c5e11e01de1b0f8afe1cc50a25ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-c929-7cb3-9704-a01c26b34814"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98beffe31aa3419366606c28aabfa7872bed6972 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-da0e-75e2-9aa4-05b7e40a4502"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fe5a9dc3dca306dd40106f9ef7a2981f1bb054d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-da0e-75e2-9aa4-05b7e40a4502"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d00f0a3a3d3e877311346e67d794d77ffca74985 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/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=g, measure_col=-8.2027. +Result preview: [{"g": "h", "percentile_measure": 30.549830000000007}, {"g": "g", "percentile_measure": 15.9637}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..784f2b289e423141076e6d656904b47e0431371c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/generated_sql.sql @@ -0,0 +1,55 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_0b5129a048ba39ff +-- problem_id: v2p_n11_18d9578c1d1e4e75 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("-8.2027" AS REAL) AS "measure_val", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("-8.2027" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "-8.2027" IS NOT NULL +), +"positions" AS ( + SELECT + "g", + 1.0 + 0.9 * (MAX("cnt") - 1) AS "pos" + FROM "ranked" + GROUP BY "g" +), +"bounds" AS ( + SELECT + "g", + "pos", + CAST("pos" AS INT) AS "lo_rn", + CASE + WHEN "pos" > CAST("pos" AS INT) THEN CAST("pos" AS INT) + 1 + ELSE CAST("pos" AS INT) + END AS "hi_rn" + FROM "positions" +) +SELECT + "bounds"."g", + "lo"."measure_val" + ("bounds"."pos" - "bounds"."lo_rn") * ("hi"."measure_val" - "lo"."measure_val") AS "percentile_measure" +FROM "bounds" +JOIN "ranked" AS "lo" + ON "lo"."g" = "bounds"."g" + AND "lo"."rn" = "bounds"."lo_rn" +JOIN "ranked" AS "hi" + ON "hi"."g" = "bounds"."g" + AND "hi"."rn" = "bounds"."hi_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dcec057f9df4d397835411d4dbb56d550be82dab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/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 \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"-8.2027\" AS REAL) AS \"measure_val\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"-8.2027\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"-8.2027\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT\n \"g\",\n 1.0 + 0.9 * (MAX(\"cnt\") - 1) AS \"pos\"\n FROM \"ranked\"\n GROUP BY \"g\"\n),\n\"bounds\" AS (\n SELECT\n \"g\",\n \"pos\",\n CAST(\"pos\" AS INT) AS \"lo_rn\",\n CASE\n WHEN \"pos\" > CAST(\"pos\" AS INT) THEN CAST(\"pos\" AS INT) + 1\n ELSE CAST(\"pos\" AS INT)\n END AS \"hi_rn\"\n FROM \"positions\"\n)\nSELECT\n \"bounds\".\"g\",\n \"lo\".\"measure_val\" + (\"bounds\".\"pos\" - \"bounds\".\"lo_rn\") * (\"hi\".\"measure_val\" - \"lo\".\"measure_val\") AS \"percentile_measure\"\nFROM \"bounds\"\nJOIN \"ranked\" AS \"lo\"\n ON \"lo\".\"g\" = \"bounds\".\"g\"\n AND \"lo\".\"rn\" = \"bounds\".\"lo_rn\"\nJOIN \"ranked\" AS \"hi\"\n ON \"hi\".\"g\" = \"bounds\".\"g\"\n AND \"hi\".\"rn\" = \"bounds\".\"hi_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"-8.2027\\\" AS REAL) AS \\\"measure_val\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"-8.2027\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"-8.2027\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"g\\\",\\n 1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1) AS \\\"pos\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"g\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"pos\\\",\\n CAST(\\\"pos\\\" AS INT) AS \\\"lo_rn\\\",\\n CASE\\n WHEN \\\"pos\\\" > CAST(\\\"pos\\\" AS INT) THEN CAST(\\\"pos\\\" AS INT) + 1\\n ELSE CAST(\\\"pos\\\" AS INT)\\n END AS \\\"hi_rn\\\"\\n FROM \\\"positions\\\"\\n)\\nSELECT\\n \\\"bounds\\\".\\\"g\\\",\\n \\\"lo\\\".\\\"measure_val\\\" + (\\\"bounds\\\".\\\"pos\\\" - \\\"bounds\\\".\\\"lo_rn\\\") * (\\\"hi\\\".\\\"measure_val\\\" - \\\"lo\\\".\\\"measure_val\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nJOIN \\\"ranked\\\" AS \\\"lo\\\"\\n ON \\\"lo\\\".\\\"g\\\" = \\\"bounds\\\".\\\"g\\\"\\n AND \\\"lo\\\".\\\"rn\\\" = \\\"bounds\\\".\\\"lo_rn\\\"\\nJOIN \\\"ranked\\\" AS \\\"hi\\\"\\n ON \\\"hi\\\".\\\"g\\\" = \\\"bounds\\\".\\\"g\\\"\\n AND \\\"hi\\\".\\\"rn\\\" = \\\"bounds\\\".\\\"hi_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 30.549830000000007}, {\"g\": \"g\", \"percentile_measure\": 15.9637}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 72.17}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1d72b400cf1a3c615059d2a3f9e73e477da5b334 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:51:20.198841+00:00", + "ended_at": "2026-05-19T15:51:53.221955+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0b5129a048ba39ff", + "problem_id": "v2p_n11_18d9578c1d1e4e75", + "dataset_id": "n11", + "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=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=87" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0b5129a048ba39ff.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0b5129a048ba39ff", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 2318, + "total_tokens": 16821, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32947.05, + "sql_execution_elapsed_ms_total": 72.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..afd7d4a4409243a6c50d691fdd25160151dc6c1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:53.148317+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": 32947.05, "started_at": "2026-05-19T15:51:20.200459+00:00", "ended_at": "2026-05-19T15:51:53.147537+00:00", "prompt_metrics": {"chars": 7245, "bytes_utf8": 7245, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1400, "bytes_utf8": 1400, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 13696, "output_tokens": 2318, "reasoning_output_tokens": 1833}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"-8.2027\\\" AS REAL) AS \\\"measure_val\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"-8.2027\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"-8.2027\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"g\\\",\\n 1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1) AS \\\"pos\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"g\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"pos\\\",\\n CAST(\\\"pos\\\" AS INT) AS \\\"lo_rn\\\",\\n CASE\\n WHEN \\\"pos\\\" > CAST(\\\"pos\\\" AS INT) THEN CAST(\\\"pos\\\" AS INT) + 1\\n ELSE CAST(\\\"pos\\\" AS INT)\\n END AS \\\"hi_rn\\\"\\n FROM \\\"positions\\\"\\n)\\nSELECT\\n \\\"bounds\\\".\\\"g\\\",\\n \\\"lo\\\".\\\"measure_val\\\" + (\\\"bounds\\\".\\\"pos\\\" - \\\"bounds\\\".\\\"lo_rn\\\") * (\\\"hi\\\".\\\"measure_val\\\" - \\\"lo\\\".\\\"measure_val\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nJOIN \\\"ranked\\\" AS \\\"lo\\\"\\n"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..253b379e7205b49a917052662b2cccc9c1d34e98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0b5129a048ba39ff", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 2318, + "total_tokens": 16821, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32947.05, + "sql_execution_elapsed_ms_total": 72.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0b5129a048ba39ff/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cc744d12bfa2c42639033b0fd4cb3337691606b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/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=g, measure_col=81.8828. +Result preview: [{"g": "h", "28.7967": "127.314", "total_measure": 795.148, "share_within_group": 0.05931700185735022}, {"g": "h", "28.7967": "86.7215", "total_measure": 786.93, "share_within_group": 0.058703949795012506}, {"g": "h", "28.7967": "144.18", "total_measure": 768.486, "share_within_group": 0.057328051493995634}, {"g": "h", "28.7967": "126.609", "total_measure": 739.856, "share_within_group": 0.05519229090203547}, {"g": "h", "28.7967": "142.74", "total_measure": 735.15, "share_within_group": 0.054841229450908524}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0e389d9b5e8f573cd2102836f8c04f35cd5ed8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_0bc06a8f599240cb +-- problem_id: v2p_n11_e77da9d4a4f8e8b1 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", "28.7967", + SUM(CAST("81.8828" AS REAL)) AS total_measure, + SUM(CAST("81.8828" AS REAL)) * 100.0 / SUM(SUM(CAST("81.8828" AS REAL))) OVER (PARTITION BY "g") AS share_within_group +FROM "n11" +GROUP BY "g", "28.7967" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c96d6cca84973d9fddb30b266a81e570626b377c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/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 \"g\", \"28.7967\",\n SUM(CAST(\"81.8828\" AS REAL)) AS total_measure,\n SUM(CAST(\"81.8828\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"81.8828\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"28.7967\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"28.7967\\\",\\n SUM(CAST(\\\"81.8828\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"81.8828\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"81.8828\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"28.7967\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"g\", \"28.7967\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"h\", \"28.7967\": \"127.314\", \"total_measure\": 795.148, \"share_within_group\": 0.05931700185735022}, {\"g\": \"h\", \"28.7967\": \"86.7215\", \"total_measure\": 786.93, \"share_within_group\": 0.058703949795012506}, {\"g\": \"h\", \"28.7967\": \"144.18\", \"total_measure\": 768.486, \"share_within_group\": 0.057328051493995634}, {\"g\": \"h\", \"28.7967\": \"126.609\", \"total_measure\": 739.856, \"share_within_group\": 0.05519229090203547}, {\"g\": \"h\", \"28.7967\": \"142.74\", \"total_measure\": 735.15, \"share_within_group\": 0.054841229450908524}, {\"g\": \"h\", \"28.7967\": \"106.456\", \"total_measure\": 730.032, \"share_within_group\": 0.05445943333810195}, {\"g\": \"h\", \"28.7967\": \"202.829\", \"total_measure\": 697.956, \"share_within_group\": 0.05206660564869525}, {\"g\": \"h\", \"28.7967\": \"98.3474\", \"total_measure\": 687.682, \"share_within_group\": 0.05130017867273301}, {\"g\": \"h\", \"28.7967\": \"152.485\", \"total_measure\": 686.692, \"share_within_group\": 0.05122632596626984}, {\"g\": \"h\", \"28.7967\": \"97.8682\", \"total_measure\": 684.744, \"share_within_group\": 0.05108100771153222}, {\"g\": \"h\", \"28.7967\": \"201.09\", \"total_measure\": 681.032, \"share_within_group\": 0.05080409736164202}, {\"g\": \"h\", \"28.7967\": \"139.143\", \"total_measure\": 674.976, \"share_within_group\": 0.05035232767442894}, {\"g\": \"h\", \"28.7967\": \"117.546\", \"total_measure\": 647.316, \"share_within_group\": 0.048288927815064005}, {\"g\": \"h\", \"28.7967\": \"110\", \"total_measure\": 645.83, \"share_within_group\": 0.048178074156675854}, {\"g\": \"h\", \"28.7967\": \"111.715\", \"total_measure\": 613.194, \"share_within_group\": 0.04574347119896674}, {\"g\": \"h\", \"28.7967\": \"64.5254\", \"total_measure\": 608.652, \"share_within_group\": 0.04540464393355693}, {\"g\": \"h\", \"28.7967\": \"69.7676\", \"total_measure\": 607.828, \"share_within_group\": 0.04534317461019768}, {\"g\": \"h\", \"28.7967\": \"98.2968\", \"total_measure\": 606.5, \"share_within_group\": 0.04524410754536628}, {\"g\": \"h\", \"28.7967\": \"141.639\", \"total_measure\": 599.88, \"share_within_group\": 0.0447502641950772}, {\"g\": \"h\", \"28.7967\": \"157.672\", \"total_measure\": 598.512, \"share_within_group\": 0.04464821318250991}, {\"g\": \"h\", \"28.7967\": \"114.804\", \"total_measure\": 594.946, \"share_within_group\": 0.04438219424185571}, {\"g\": \"h\", \"28.7967\": \"189.796\", \"total_measure\": 582.426, \"share_within_group\": 0.0434482186005235}, {\"g\": \"h\", \"28.7967\": \"60.5328\", \"total_measure\": 581.2, \"share_within_group\": 0.0433567606024186}, {\"g\": \"h\", \"28.7967\": \"94.9897\", \"total_measure\": 567.878, \"share_within_group\": 0.04236295680898188}, {\"g\": \"h\", \"28.7967\": \"143.47\", \"total_measure\": 565.216, \"share_within_group\": 0.04216437508715869}, {\"g\": \"h\", \"28.7967\": \"65.9948\", \"total_measure\": 543.848, \"share_within_group\": 0.04057035020664857}, {\"g\": \"h\", \"28.7967\": \"62.2061\", \"total_measure\": 543.276, \"share_within_group\": 0.04052767975402541}, {\"g\": \"h\", \"28.7967\": \"44.3862\", \"total_measure\": 538.908, \"share_within_group\": 0.040201832661266694}, {\"g\": \"h\", \"28.7967\": \"227.184\", \"total_measure\": 530.476, \"share_within_group\": 0.039572816478541994}, {\"g\": \"h\", \"28.7967\": \"72.5798\", \"total_measure\": 524.974, \"share_within_group\": 0.03916237446747093}, {\"g\": \"h\", \"28.7967\": \"38.5399\", \"total_measure\": 521.946, \"share_within_group\": 0.03893648962386439}, {\"g\": \"h\", \"28.7967\": \"152.8\", \"total_measure\": 508.568, \"share_within_group\": 0.03793850830359742}, {\"g\": \"h\", \"28.7967\": \"19.1962\", \"total_measure\": 503.7, \"share_within_group\": 0.037575361864140136}, {\"g\": \"h\", \"28.7967\": \"101.42\", \"total_measure\": 499.264, \"share_within_group\": 0.03724444206023042}, {\"g\": \"h\", \"28.7967\": \"69.6536\", \"total_measure\": 495.942, \"share_within_group\": 0.03699662520076511}, {\"g\": \"h\", \"28.7967\": \"52.1824\", \"total_measure\": 495.561, \"share_within_group\": 0.0369682030985808}, {\"g\": \"h\", \"28.7967\": \"76.6007\", \"total_measure\": 490.9693, \"share_within_group\": 0.036625668278109154}, {\"g\": \"h\", \"28.7967\": \"20.6646\", \"total_measure\": 488.38, \"share_within_group\": 0.036432509881295934}, {\"g\": \"h\", \"28.7967\": \"23.1649\", \"total_measure\": 487.696, \"share_within_group\": 0.03638148437501229}, {\"g\": \"h\", \"28.7967\": \"25.5468\", \"total_measure\": 487.002, \"share_within_group\": 0.03632971288179467}, {\"g\": \"h\", \"28.7967\": \"149.445\", \"total_measure\": 484.932, \"share_within_group\": 0.03617529358646259}, {\"g\": \"h\", \"28.7967\": \"36.3453\", \"total_measure\": 468.586, \"share_within_group\": 0.034955903344192914}, {\"g\": \"h\", \"28.7967\": \"30.7361\", \"total_measure\": 467.59, \"share_within_group\": 0.034881603045569365}, {\"g\": \"h\", \"28.7967\": \"90.7728\", \"total_measure\": 466.4078, \"share_within_group\": 0.03479341247023526}, {\"g\": \"h\", \"28.7967\": \"66.1075\", \"total_measure\": 465.714, \"share_within_group\": 0.034741655896756325}, {\"g\": \"h\", \"28.7967\": \"51.3789\", \"total_measure\": 463.684, \"share_within_group\": 0.034590220549160125}, {\"g\": \"h\", \"28.7967\": \"30.1721\", \"total_measure\": 458.592, \"share_within_group\": 0.03421036400238188}, {\"g\": \"h\", \"28.7967\": \"41.9434\", \"total_measure\": 455.512, \"share_within_group\": 0.03398060002671868}, {\"g\": \"h\", \"28.7967\": \"67.6087\", \"total_measure\": 454.382, \"share_within_group\": 0.03389630350317992}, {\"g\": \"h\", \"28.7967\": \"61.6736\", \"total_measure\": 454.3791, \"share_within_group\": 0.03389608716696906}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 66.37}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d7c23719301b4ba81431a454205532cf49c2499b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:35:39.473360+00:00", + "ended_at": "2026-05-19T15:35:56.151351+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0bc06a8f599240cb", + "problem_id": "v2p_n11_e77da9d4a4f8e8b1", + "dataset_id": "n11", + "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=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "item_col": "28.7967", + "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": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_0bc06a8f599240cb.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0bc06a8f599240cb", + "api_calls": 0, + "input_tokens": 14586, + "cached_input_tokens": 13696, + "output_tokens": 695, + "total_tokens": 15281, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16606.97, + "sql_execution_elapsed_ms_total": 66.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..478f1b653623ac494ca58da3534bf07437b00f01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:56.083093+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": 16606.97, "started_at": "2026-05-19T15:35:39.474985+00:00", "ended_at": "2026-05-19T15:35:56.081985+00:00", "prompt_metrics": {"chars": 7481, "bytes_utf8": 7481, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 582, "bytes_utf8": 582, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14586, "cached_input_tokens": 13696, "output_tokens": 695, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"28.7967\\\",\\n SUM(CAST(\\\"81.8828\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"81.8828\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"81.8828\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"28.7967\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"28.7967\\\", and measure_col=\\\"81.8828\\\". CAST to REAL is required because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..884e5b995f98c07e5e6e6b4cf08f43d07d2f3965 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0bc06a8f599240cb", + "api_calls": 0, + "input_tokens": 14586, + "cached_input_tokens": 13696, + "output_tokens": 695, + "total_tokens": 15281, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16606.97, + "sql_execution_elapsed_ms_total": 66.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dee83649b89c5815e4863d1a9e5b5b79cd09b37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/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=16.0021. +Result preview: [{"empirical_cdf_at_threshold": 0.7499868552500132}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3865ef41b80ea405ac03bfecc4efd5fd9117de20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_0c5526920c3bba15 +-- problem_id: v2p_n11_e946c0dc535391f0 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("16.0021" AS REAL) <= 24.73995 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n11"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b09f98a680286b49d03ae8ec51b72bc18d338292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/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(\"16.0021\" AS REAL) <= 24.73995 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"16.0021\\\" AS REAL) <= 24.73995 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499868552500132}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.99}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ae6f5bd1d60b3f52ef6bfef4829c723c9ef150ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:00:59.537417+00:00", + "ended_at": "2026-05-19T16:01:13.459560+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0c5526920c3bba15", + "problem_id": "v2p_n11_e946c0dc535391f0", + "dataset_id": "n11", + "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=16.0021.", + "bindings": { + "measure_col": "16.0021", + "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": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0c5526920c3bba15.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0c5526920c3bba15", + "api_calls": 0, + "input_tokens": 14457, + "cached_input_tokens": 12288, + "output_tokens": 342, + "total_tokens": 14799, + "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": 12901.95, + "sql_execution_elapsed_ms_total": 11.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a980098bea2bf80f1e4bf4a04c0c040ada09d54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:01:02.324339+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2784.28, "started_at": "2026-05-19T16:00:59.539298+00:00", "ended_at": "2026-05-19T16:01:02.323601+00:00", "prompt_metrics": {"chars": 7018, "bytes_utf8": 7018, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-11a2-7593-9c5d-093c55e6130d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:01:13.444604+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": 10117.67, "started_at": "2026-05-19T16:01:03.325283+00:00", "ended_at": "2026-05-19T16:01:13.443040+00:00", "prompt_metrics": {"chars": 7018, "bytes_utf8": 7018, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14457, "cached_input_tokens": 12288, "output_tokens": 342, "reasoning_output_tokens": 232}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"16.0021\\\" AS REAL) <= 24.73995 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n11\\\";\",\"notes\":\"Uses the required Threshold Rarity CDF template with measure_col bound to \\\"16.0021\\\" and threshold 24.73995. CAST to REAL is included because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7b216bfbe8da1a90ab109d7b75627a7708f683c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0c5526920c3bba15", + "api_calls": 0, + "input_tokens": 14457, + "cached_input_tokens": 12288, + "output_tokens": 342, + "total_tokens": 14799, + "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": 12901.95, + "sql_execution_elapsed_ms_total": 11.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0ce3200694706738/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0ce3200694706738/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8482b6cd210fca183a3b8d9a5363fe066f901c31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0ce3200694706738/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"27.7004": "0", "support": 41, "avg_response": 2.184268292682927}, {"27.7004": "-0.0001", "support": 7, "avg_response": 2.207642857142857}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0ce3200694706738/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0ce3200694706738/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6721588ec471ec2f78ebeeb5d82199a2ffc85320 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0ce3200694706738/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_0ce3200694706738 +-- problem_id: v2p_n11_601253f2705a5e99 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "27.7004", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "27.7004" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0ce3200694706738/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0ce3200694706738/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..62d4f0985ab673c988f28649d81d4ff781c7211f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0ce3200694706738/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_b\n-- sql_source_dataset_id: n11\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_n11_0ce3200694706738\n-- problem_id: v2p_n11_601253f2705a5e99\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"27.7004\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"27.7004\"\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_b\\n-- sql_source_dataset_id: n11\\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_n11_0ce3200694706738\\n-- problem_id: v2p_n11_601253f2705a5e99\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"27.7004\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"27.7004\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"27.7004\", \"support\", \"avg_response\"], \"rows\": [{\"27.7004\": \"0\", \"support\": 41, \"avg_response\": 2.184268292682927}, {\"27.7004\": \"-0.0001\", \"support\": 7, \"avg_response\": 2.207642857142857}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.07}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0ce3200694706738/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0ce3200694706738/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..91a9a06b51b83a2a580064ff8118d6670fb1d88b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0ce3200694706738/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:06:31.526904+00:00", + "ended_at": "2026-05-19T16:06:31.543716+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0ce3200694706738", + "problem_id": "v2p_n11_601253f2705a5e99", + "dataset_id": "n11", + "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=2.6449, key_col=27.7004.", + "bindings": { + "key_col": "27.7004", + "measure_col": "2.6449", + "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_b/n11/sql/v2q_n11_0ce3200694706738.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_b/n11/artifacts/v2q_n11_0ce3200694706738/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0ce3200694706738/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0ce3200694706738/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_b/n11/artifacts/v2q_n11_10295525251a67b3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d819ee1503ddcbb05c2cfb5f6af7218b7af9c4b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/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=g, measure_col=0.1982. +Result preview: [{"g": "g", "avg_measure": 0.2150489092531019}, {"g": "h", "avg_measure": 0.21393726076555025}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4bbd454ab7fee4658111a379ec94c2f52f2b9fe7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_10295525251a67b3 +-- problem_id: v2p_n11_693065368fdc46da +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("0.1982" AS REAL)) OVER (PARTITION BY "g") AS "avg_measure" +FROM "n11" +WHERE "g" IS NOT NULL + AND "0.1982" IS NOT NULL +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aef4101756352997290ce250f5d67b6695e8868b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/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 \"g\",\n AVG(CAST(\"0.1982\" AS REAL)) OVER (PARTITION BY \"g\") AS \"avg_measure\"\nFROM \"n11\"\nWHERE \"g\" IS NOT NULL\n AND \"0.1982\" IS NOT NULL\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.1982\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL\\n AND \\\"0.1982\\\" IS NOT NULL\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 0.2150489092531019}, {\"g\": \"h\", \"avg_measure\": 0.21393726076555025}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 35.93}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d7055fdf8b17c251b20998d6e11616ed8daae78f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:41:39.038058+00:00", + "ended_at": "2026-05-19T15:41:50.897102+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_10295525251a67b3", + "problem_id": "v2p_n11_693065368fdc46da", + "dataset_id": "n11", + "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=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "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": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=54" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_b/n11/sql/v2q_n11_10295525251a67b3.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_10295525251a67b3", + "api_calls": 0, + "input_tokens": 14477, + "cached_input_tokens": 13696, + "output_tokens": 568, + "total_tokens": 15045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11819.06, + "sql_execution_elapsed_ms_total": 35.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8c834afa90af65cbbb1d97536b3a17e8dd888cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:50.859562+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": 11819.06, "started_at": "2026-05-19T15:41:39.039500+00:00", "ended_at": "2026-05-19T15:41:50.858591+00:00", "prompt_metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 481, "bytes_utf8": 481, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14477, "cached_input_tokens": 13696, "output_tokens": 568, "reasoning_output_tokens": 431}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.1982\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL\\n AND \\\"0.1982\\\" IS NOT NULL\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". Cast the measure to REAL because the schema stores it as TEXT, and filtered NULLs to keep the grouped view stable.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..de8e111e3b4c964c8bfa9ef3096280a59922fd97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_10295525251a67b3", + "api_calls": 0, + "input_tokens": 14477, + "cached_input_tokens": 13696, + "output_tokens": 568, + "total_tokens": 15045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11819.06, + "sql_execution_elapsed_ms_total": 35.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b773d8ef6ea3ed95a5cf47d9431bd5ffaadd671 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/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=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1de65d350005c59ad6899afc006ae4ee4f67d58e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_1143246e39a5afcc +-- problem_id: v2p_n11_daea8caca3087def +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS "row_count" +FROM "n11" +GROUP BY "g" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..963bf08e19a3b46447c321b66b75573b9b6910dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/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 \"g\", COUNT(*) AS \"row_count\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.39}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..19aff86cba3aac43be4e02e32c9167c8fc4902f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:32:07.977652+00:00", + "ended_at": "2026-05-19T15:32:19.052616+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_1143246e39a5afcc", + "problem_id": "v2p_n11_daea8caca3087def", + "dataset_id": "n11", + "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=g.", + "bindings": { + "group_col": "g", + "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": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=18" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1143246e39a5afcc.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1143246e39a5afcc", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 13696, + "output_tokens": 209, + "total_tokens": 14643, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11063.55, + "sql_execution_elapsed_ms_total": 7.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76162badba64124aee5f438ea6a685ebc9d23820 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:19.043639+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": 11063.55, "started_at": "2026-05-19T15:32:07.979198+00:00", "ended_at": "2026-05-19T15:32:19.042772+00:00", "prompt_metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 297, "bytes_utf8": 297, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14434, "cached_input_tokens": 13696, "output_tokens": 209, "reasoning_output_tokens": 128}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned grouped-count template with group_col bound to \\\"g\\\" to show the count distribution of rows across target subgroups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..508e0273c70076081bb058ab63fc283499e19c2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1143246e39a5afcc", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 13696, + "output_tokens": 209, + "total_tokens": 14643, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11063.55, + "sql_execution_elapsed_ms_total": 7.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9791221ca7d5d9a82a8aa359002934319cecb2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/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=g, measure_col=27.7004. +Result preview: [{"g": "g", "22.011": "-125.078", "total_measure": 219.896, "share_within_group": 0.5513014925650037}, {"g": "h", "22.011": "122.712", "total_measure": -642.418, "share_within_group": 0.5252624267436942}, {"g": "g", "22.011": "40.2931", "total_measure": 181.582, "share_within_group": 0.45524442292237477}, {"g": "h", "22.011": "135.869", "total_measure": -528.068, "share_within_group": 0.4317660451072185}, {"g": "h", "22.011": "89.5195", "total_measure": -526.852, "share_within_group": 0.43077180286786604}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e850810671ff568fabe125f0ac05a7028327881 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_117db728fbde5de2 +-- problem_id: v2p_n11_6a646ce5f06bc3be +-- realization_mode: agent +-- source_kind: agent +SELECT "group_item_totals"."g", "group_item_totals"."22.011", "group_item_totals"."total_measure", + "group_item_totals"."total_measure" * 100.0 / SUM("group_item_totals"."total_measure") OVER (PARTITION BY "group_item_totals"."g") AS "share_within_group" +FROM ( + SELECT "g", "22.011", SUM(CAST("27.7004" AS REAL)) AS "total_measure" + FROM "n11" + GROUP BY "g", "22.011" +) AS "group_item_totals" +ORDER BY "share_within_group" DESC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff391f3667dd3e85e73b62aecce2e70342f39399 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/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 \"group_item_totals\".\"g\", \"group_item_totals\".\"22.011\", \"group_item_totals\".\"total_measure\",\n \"group_item_totals\".\"total_measure\" * 100.0 / SUM(\"group_item_totals\".\"total_measure\") OVER (PARTITION BY \"group_item_totals\".\"g\") AS \"share_within_group\"\nFROM (\n SELECT \"g\", \"22.011\", SUM(CAST(\"27.7004\" AS REAL)) AS \"total_measure\"\n FROM \"n11\"\n GROUP BY \"g\", \"22.011\"\n) AS \"group_item_totals\"\nORDER BY \"share_within_group\" DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"group_item_totals\\\".\\\"g\\\", \\\"group_item_totals\\\".\\\"22.011\\\", \\\"group_item_totals\\\".\\\"total_measure\\\",\\n \\\"group_item_totals\\\".\\\"total_measure\\\" * 100.0 / SUM(\\\"group_item_totals\\\".\\\"total_measure\\\") OVER (PARTITION BY \\\"group_item_totals\\\".\\\"g\\\") AS \\\"share_within_group\\\"\\nFROM (\\n SELECT \\\"g\\\", \\\"22.011\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\", \\\"22.011\\\"\\n) AS \\\"group_item_totals\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 15;\", \"columns\": [\"g\", \"22.011\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"g\", \"22.011\": \"-125.078\", \"total_measure\": 219.896, \"share_within_group\": 0.5513014925650037}, {\"g\": \"h\", \"22.011\": \"122.712\", \"total_measure\": -642.418, \"share_within_group\": 0.5252624267436942}, {\"g\": \"g\", \"22.011\": \"40.2931\", \"total_measure\": 181.582, \"share_within_group\": 0.45524442292237477}, {\"g\": \"h\", \"22.011\": \"135.869\", \"total_measure\": -528.068, \"share_within_group\": 0.4317660451072185}, {\"g\": \"h\", \"22.011\": \"89.5195\", \"total_measure\": -526.852, \"share_within_group\": 0.43077180286786604}, {\"g\": \"g\", \"22.011\": \"-77.2964\", \"total_measure\": 153.662, \"share_within_group\": 0.3852461615969532}, {\"g\": \"h\", \"22.011\": \"-169.1552\", \"total_measure\": -457.9161, \"share_within_group\": 0.37440750715423315}, {\"g\": \"g\", \"22.011\": \"114.295\", \"total_measure\": 147.398, \"share_within_group\": 0.36954168061763937}, {\"g\": \"h\", \"22.011\": \"200.3148\", \"total_measure\": -449.9526, \"share_within_group\": 0.3678962834099212}, {\"g\": \"h\", \"22.011\": \"-188.032\", \"total_measure\": -449.03, \"share_within_group\": 0.3671419348161493}, {\"g\": \"g\", \"22.011\": \"129.694\", \"total_measure\": 145.029, \"share_within_group\": 0.36360235822938997}, {\"g\": \"g\", \"22.011\": \"116.453\", \"total_measure\": 140.904, \"share_within_group\": 0.35326056639674797}, {\"g\": \"g\", \"22.011\": \"81.0734\", \"total_measure\": 139.164, \"share_within_group\": 0.34889821056916076}, {\"g\": \"g\", \"22.011\": \"112.099\", \"total_measure\": 139.053, \"share_within_group\": 0.34861992235257333}, {\"g\": \"g\", \"22.011\": \"80.0759\", \"total_measure\": 137.948, \"share_within_group\": 0.3458495756919505}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 83.46}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..82e98b355d36fabb8e932293f3d98db31380e19e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:33:31.788540+00:00", + "ended_at": "2026-05-19T15:34:05.299491+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_117db728fbde5de2", + "problem_id": "v2p_n11_6a646ce5f06bc3be", + "dataset_id": "n11", + "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=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "item_col": "22.011", + "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": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_117db728fbde5de2.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_117db728fbde5de2", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 13696, + "output_tokens": 1477, + "total_tokens": 16062, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33421.55, + "sql_execution_elapsed_ms_total": 83.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8271ef03d26bf0259f349410bd629323c3f27cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:05.213890+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": 33421.55, "started_at": "2026-05-19T15:33:31.790597+00:00", "ended_at": "2026-05-19T15:34:05.212180+00:00", "prompt_metrics": {"chars": 7479, "bytes_utf8": 7479, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 813, "bytes_utf8": 813, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14585, "cached_input_tokens": 13696, "output_tokens": 1477, "reasoning_output_tokens": 1238}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"group_item_totals\\\".\\\"g\\\", \\\"group_item_totals\\\".\\\"22.011\\\", \\\"group_item_totals\\\".\\\"total_measure\\\",\\n \\\"group_item_totals\\\".\\\"total_measure\\\" * 100.0 / SUM(\\\"group_item_totals\\\".\\\"total_measure\\\") OVER (PARTITION BY \\\"group_item_totals\\\".\\\"g\\\") AS \\\"share_within_group\\\"\\nFROM (\\n SELECT \\\"g\\\", \\\"22.011\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\", \\\"22.011\\\"\\n) AS \\\"group_item_totals\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 15;\",\"notes\":\"Instantiates the Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"22.011\\\", and measure_col=\\\"27.7004\\\". The measure column is CAST to REAL because the schema stores values as TEXT. LIMIT 15 follows the provided top_k binding.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..16815e497891749c97d58c06c6747eca9cd75c98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_117db728fbde5de2", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 13696, + "output_tokens": 1477, + "total_tokens": 16062, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33421.55, + "sql_execution_elapsed_ms_total": 83.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4fd660ec23f00f04d0428e97a282d6ce7780362 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/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=g, measure_col=40.092. +Result preview: [{"g": "h", "percentile_measure": 80.86835}, {"g": "g", "percentile_measure": 53.6537}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..60faaf158d4a3ec7e82467512e4bb20cdd081397 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/generated_sql.sql @@ -0,0 +1,81 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_1230a0e6366ee6c8 +-- problem_id: v2p_n11_52a76c632003fa11 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "g" AS "g", + CAST("40.092" AS REAL) AS "measure" + FROM "n11" + WHERE "g" IS NOT NULL + AND TRIM("g") <> '' + AND "40.092" IS NOT NULL + AND TRIM("40.092") <> '' +), +"group_sizes" AS ( + SELECT + "g", + COUNT(*) AS "cnt" + FROM "base" + GROUP BY "g" + HAVING COUNT(*) >= 5 +), +"ranked" AS ( + SELECT + "base"."g" AS "g", + "base"."measure" AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "base"."g" + ORDER BY "base"."measure" + ) AS "rn" + FROM "base" + JOIN "group_sizes" + ON "group_sizes"."g" = "base"."g" +), +"pos" AS ( + SELECT + "g", + "cnt", + (1.0 + ("cnt" - 1) * 0.9) AS "pos", + CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.9) > CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + THEN CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + 1 + ELSE CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + END AS "upper_rn" + FROM "group_sizes" +), +"bounds" AS ( + SELECT + "pos"."g" AS "g", + "pos"."pos" AS "pos", + "pos"."lower_rn" AS "lower_rn", + "pos"."upper_rn" AS "upper_rn", + MAX(CASE WHEN "ranked"."rn" = "pos"."lower_rn" THEN "ranked"."measure" END) AS "lower_measure", + MAX(CASE WHEN "ranked"."rn" = "pos"."upper_rn" THEN "ranked"."measure" END) AS "upper_measure" + FROM "pos" + JOIN "ranked" + ON "ranked"."g" = "pos"."g" + GROUP BY + "pos"."g", + "pos"."pos", + "pos"."lower_rn", + "pos"."upper_rn" +) +SELECT + "g", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_measure" + ELSE "lower_measure" + ("pos" - "lower_rn") * ("upper_measure" - "lower_measure") + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..522474493f6c400029918fffa350454de00a5929 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/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_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"g\" AS \"g\",\n CAST(\"40.092\" AS REAL) AS \"measure\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND TRIM(\"g\") <> ''\n AND \"40.092\" IS NOT NULL\n AND TRIM(\"40.092\") <> ''\n),\n\"group_sizes\" AS (\n SELECT\n \"g\",\n COUNT(*) AS \"cnt\"\n FROM \"base\"\n GROUP BY \"g\"\n HAVING COUNT(*) >= 5\n),\n\"ranked\" AS (\n SELECT\n \"base\".\"g\" AS \"g\",\n \"base\".\"measure\" AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"base\".\"g\"\n ORDER BY \"base\".\"measure\"\n ) AS \"rn\"\n FROM \"base\"\n JOIN \"group_sizes\"\n ON \"group_sizes\".\"g\" = \"base\".\"g\"\n),\n\"pos\" AS (\n SELECT\n \"g\",\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) + 1\n ELSE CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n END AS \"upper_rn\"\n FROM \"group_sizes\"\n),\n\"bounds\" AS (\n SELECT\n \"pos\".\"g\" AS \"g\",\n \"pos\".\"pos\" AS \"pos\",\n \"pos\".\"lower_rn\" AS \"lower_rn\",\n \"pos\".\"upper_rn\" AS \"upper_rn\",\n MAX(CASE WHEN \"ranked\".\"rn\" = \"pos\".\"lower_rn\" THEN \"ranked\".\"measure\" END) AS \"lower_measure\",\n MAX(CASE WHEN \"ranked\".\"rn\" = \"pos\".\"upper_rn\" THEN \"ranked\".\"measure\" END) AS \"upper_measure\"\n FROM \"pos\"\n JOIN \"ranked\"\n ON \"ranked\".\"g\" = \"pos\".\"g\"\n GROUP BY\n \"pos\".\"g\",\n \"pos\".\"pos\",\n \"pos\".\"lower_rn\",\n \"pos\".\"upper_rn\"\n)\nSELECT\n \"g\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_measure\"\n ELSE \"lower_measure\" + (\"pos\" - \"lower_rn\") * (\"upper_measure\" - \"lower_measure\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"g\\\",\\n CAST(\\\"40.092\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND TRIM(\\\"g\\\") <> ''\\n AND \\\"40.092\\\" IS NOT NULL\\n AND TRIM(\\\"40.092\\\") <> ''\\n),\\n\\\"group_sizes\\\" AS (\\n SELECT\\n \\\"g\\\",\\n COUNT(*) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"g\\\"\\n HAVING COUNT(*) >= 5\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"base\\\".\\\"g\\\" AS \\\"g\\\",\\n \\\"base\\\".\\\"measure\\\" AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"base\\\".\\\"g\\\"\\n ORDER BY \\\"base\\\".\\\"measure\\\"\\n ) AS \\\"rn\\\"\\n FROM \\\"base\\\"\\n JOIN \\\"group_sizes\\\"\\n ON \\\"group_sizes\\\".\\\"g\\\" = \\\"base\\\".\\\"g\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"g\\\",\\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) + 1\\n ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"group_sizes\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"pos\\\".\\\"g\\\" AS \\\"g\\\",\\n \\\"pos\\\".\\\"pos\\\" AS \\\"pos\\\",\\n \\\"pos\\\".\\\"lower_rn\\\" AS \\\"lower_rn\\\",\\n \\\"pos\\\".\\\"upper_rn\\\" AS \\\"upper_rn\\\",\\n MAX(CASE WHEN \\\"ranked\\\".\\\"rn\\\" = \\\"pos\\\".\\\"lower_rn\\\" THEN \\\"ranked\\\".\\\"measure\\\" END) AS \\\"lower_measure\\\",\\n MAX(CASE WHEN \\\"ranked\\\".\\\"rn\\\" = \\\"pos\\\".\\\"upper_rn\\\" THEN \\\"ranked\\\".\\\"measure\\\" END) AS \\\"upper_measure\\\"\\n FROM \\\"pos\\\"\\n JOIN \\\"ranked\\\"\\n ON \\\"ranked\\\".\\\"g\\\" = \\\"pos\\\".\\\"g\\\"\\n GROUP BY\\n \\\"pos\\\".\\\"g\\\",\\n \\\"pos\\\".\\\"pos\\\",\\n \\\"pos\\\".\\\"lower_rn\\\",\\n \\\"pos\\\".\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_measure\\\"\\n ELSE \\\"lower_measure\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_measure\\\" - \\\"lower_measure\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 80.86835}, {\"g\": \"g\", \"percentile_measure\": 53.6537}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 103.55}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5d285d9dd3bb3e5233e46b5cf9e4d6c024251f6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:52:49.726641+00:00", + "ended_at": "2026-05-19T15:53:50.481985+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_1230a0e6366ee6c8", + "problem_id": "v2p_n11_52a76c632003fa11", + "dataset_id": "n11", + "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=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1230a0e6366ee6c8.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1230a0e6366ee6c8", + "api_calls": 0, + "input_tokens": 14501, + "cached_input_tokens": 12032, + "output_tokens": 4505, + "total_tokens": 19006, + "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": 59643.71, + "sql_execution_elapsed_ms_total": 103.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04b08645e97464ef37ba3c293298eb21792ef7db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:52:52.808850+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3078.94, "started_at": "2026-05-19T15:52:49.728190+00:00", "ended_at": "2026-05-19T15:52:52.807157+00:00", "prompt_metrics": {"chars": 7245, "bytes_utf8": 7245, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f0-985c-74d3-8fc3-6a446472b440\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:53:50.376350+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": 56564.77, "started_at": "2026-05-19T15:52:53.809824+00:00", "ended_at": "2026-05-19T15:53:50.374639+00:00", "prompt_metrics": {"chars": 7245, "bytes_utf8": 7245, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 2191, "bytes_utf8": 2191, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14501, "cached_input_tokens": 12032, "output_tokens": 4505, "reasoning_output_tokens": 3712}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"g\\\",\\n CAST(\\\"40.092\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND TRIM(\\\"g\\\") <> ''\\n AND \\\"40.092\\\" IS NOT NULL\\n AND TRIM(\\\"40.092\\\") <> ''\\n),\\n\\\"group_sizes\\\" AS (\\n SELECT\\n \\\"g\\\",\\n COUNT(*) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"g\\\"\\n HAVING COUNT(*) >= 5\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"base\\\".\\\"g\\\" AS \\\"g\\\",\\n \\\"base\\\".\\\"measure\\\" AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"base\\\".\\\"g\\\"\\n ORDER BY \\\"base\\\".\\\"measure\\\"\\n ) AS \\\"rn\\\"\\n FROM \\\"base\\\"\\n JOIN \\\"group_sizes\\\"\\n ON \\\"group_sizes\\\".\\\"g\\\" = \\\"base\\\".\\\"g\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"g\\\",\\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("} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aff0838370bb5a106fbcbbd509ec5d3447c16033 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1230a0e6366ee6c8", + "api_calls": 0, + "input_tokens": 14501, + "cached_input_tokens": 12032, + "output_tokens": 4505, + "total_tokens": 19006, + "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": 59643.71, + "sql_execution_elapsed_ms_total": 103.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c33f48e399e5d8203f7d875f4ee736fc1aac7aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/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=g, condition_col=g. +Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b4be93a573c7f664b4d819609e9c70d285bf3ad3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_147b4d9685941bfe +-- problem_id: v2p_n11_ec55d0ecf222466e +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f755b65187cc33ac675feaa53d93bfff357a3cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/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 \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.34}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f801a67ab9e0359687d16f90248cf776f320c051 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:58:23.653148+00:00", + "ended_at": "2026-05-19T15:58:37.657877+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_147b4d9685941bfe", + "problem_id": "v2p_n11_ec55d0ecf222466e", + "dataset_id": "n11", + "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=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_147b4d9685941bfe.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_147b4d9685941bfe", + "api_calls": 0, + "input_tokens": 14520, + "cached_input_tokens": 13696, + "output_tokens": 271, + "total_tokens": 14791, + "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": 12979.99, + "sql_execution_elapsed_ms_total": 16.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..001892d45da7501b5debce01a8b209b1ec4fb670 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:58:26.722163+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3066.95, "started_at": "2026-05-19T15:58:23.654494+00:00", "ended_at": "2026-05-19T15:58:26.721465+00:00", "prompt_metrics": {"chars": 7299, "bytes_utf8": 7299, "lines": 231, "estimated_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-b0b5-73d2-9e45-d3afe4e7f669\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:58:37.638376+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": 9913.04, "started_at": "2026-05-19T15:58:27.723547+00:00", "ended_at": "2026-05-19T15:58:37.636642+00:00", "prompt_metrics": {"chars": 7299, "bytes_utf8": 7299, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14520, "cached_input_tokens": 13696, "output_tokens": 271, "reasoning_output_tokens": 164}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applies the Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", measuring the within-group proportion of rows where \\\"g\\\" = 'h'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0c3f5d011ebcddbd8bd76ef7258b7e197cf7e3d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_147b4d9685941bfe", + "api_calls": 0, + "input_tokens": 14520, + "cached_input_tokens": 13696, + "output_tokens": 271, + "total_tokens": 14791, + "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": 12979.99, + "sql_execution_elapsed_ms_total": 16.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b63929d85c911bdd8c926f4ff244b5bdba58af33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/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=g, measure_col=22.011. +Result preview: [{"g": "g", "group_value": 219603.6655}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4100ea320eab01ddfd754e024e6b2c22b1ca0fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_162d3eb594dd5aa6 +-- problem_id: v2p_n11_81f441d4d815f4ab +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("22.011" AS REAL)) AS group_value + FROM "n11" + GROUP BY "g" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."g", 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_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e6752f31fd1ba44d7e4411a90db94e3f6766191 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/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 \"g\", SUM(CAST(\"22.011\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", 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 \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"g\", \"group_value\": 219603.6655}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.01}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..825a362c4ffa46c0b49ff0e64e92f567d0cb8ec9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:46:38.961290+00:00", + "ended_at": "2026-05-19T15:46:50.597873+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_162d3eb594dd5aa6", + "problem_id": "v2p_n11_81f441d4d815f4ab", + "dataset_id": "n11", + "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=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "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": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_162d3eb594dd5aa6.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_162d3eb594dd5aa6", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 558, + "total_tokens": 15159, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11611.09, + "sql_execution_elapsed_ms_total": 18.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6646ada539484df1155152bc08b464dae378122f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:50.577293+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": 11611.09, "started_at": "2026-05-19T15:46:38.964356+00:00", "ended_at": "2026-05-19T15:46:50.575502+00:00", "prompt_metrics": {"chars": 7624, "bytes_utf8": 7624, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 568, "bytes_utf8": 568, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 13696, "output_tokens": 558, "reasoning_output_tokens": 399}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". CAST to REAL is required because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..531ea9dcf72594fb9ea87468223ca988c9005e93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_162d3eb594dd5aa6", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 558, + "total_tokens": 15159, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11611.09, + "sql_execution_elapsed_ms_total": 18.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e67f945706e900be4599f778e2b9da5267863e82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7154, "bytes_utf8": 7154, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14476, "cached_input_tokens": 12032, "output_tokens": 392, "reasoning_output_tokens": 282}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f1a6e32e094aa9c3610574c2656268c07a7b362f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1a8eb469778f84e6", + "api_calls": 0, + "input_tokens": 14476, + "cached_input_tokens": 12032, + "output_tokens": 392, + "total_tokens": 14868, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12894.47, + "sql_execution_elapsed_ms_total": 38.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e51bc86975dcaccc68b4b6e2220d88effe4d9ef9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/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": "2026-05-19T15:40:20.347142+00:00", + "ended_at": "2026-05-19T15:40:33.241638+00:00", + "elapsed_ms": 12894.47, + "prompt_metrics": { + "chars": 7154, + "bytes_utf8": 7154, + "lines": 228, + "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": 402, + "bytes_utf8": 402, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14476, + "cached_input_tokens": 12032, + "output_tokens": 392, + "reasoning_output_tokens": 282 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f6f4da85b38c3df7626d34bbc9984c75bf6a597 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "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": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7ad6cf92fe563760122dd6b2b46ff7ff6395437 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-2902-7190-88dc-f63ae5892cef"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"28.7967\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n11\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Uses the requested Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". CAST to REAL is added because the schema stores feature values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14476,"cached_input_tokens":12032,"output_tokens":392,"reasoning_output_tokens":282}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d9a240fbaddf1581129b93a7b81d0cd66745e3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"28.7967\" AS REAL)) OVER (PARTITION BY \"g\") AS \"avg_measure\"\nFROM \"n11\"\nORDER BY \"avg_measure\" DESC;","notes":"Uses the requested Window Partition Average template with group_col=\"g\" and measure_col=\"28.7967\". CAST to REAL is added because the schema stores feature values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..08e557222f0d88f64f460ca228c9c1549950cafd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:58:07.385349+00:00", + "ended_at": "2026-05-19T15:58:14.448341+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_1ade3f149825dc43", + "problem_id": "v2p_n11_08fe3ed279291159", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "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": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a904c94cb54eec33d92ba33e854b9043486d5071 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:58:10.476873+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3086.96, "started_at": "2026-05-19T15:58:07.389176+00:00", "ended_at": "2026-05-19T15:58:10.476185+00:00", "prompt_metrics": {"chars": 7302, "bytes_utf8": 7302, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f5-7136-74d3-a58a-185a6714a27b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:58:14.448252+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2969.61, "started_at": "2026-05-19T15:58:11.477845+00:00", "ended_at": "2026-05-19T15:58:14.447486+00:00", "prompt_metrics": {"chars": 7302, "bytes_utf8": 7302, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f5-8138-74c1-98c9-ea9d7ff03542\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..93f95202307e9f8303e7fc4187091818d7691a4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/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=g, measure_col=28.7967. +Result preview: [{"g": "g", "group_value": 538318.9745}, {"g": "h", "group_value": 474470.1565}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9b8682f9af811291f78eb45d0662fefa64a0b56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_1b38b2a7e0919f7e +-- problem_id: v2p_n11_0d4731d28a8df5bf +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("28.7967" AS REAL)) AS group_value + FROM "n11" + GROUP BY "g" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."g", 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_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16a376c825dcd1f24ad90828b578b6bd0af604f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/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 \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", 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 \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"g\", \"group_value\": 538318.9745}, {\"g\": \"h\", \"group_value\": 474470.1565}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.63}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e7b6dee22e2c7a0f2a9fa67c6725e72f73076eae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:48:06.110285+00:00", + "ended_at": "2026-05-19T15:48:16.912409+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_1b38b2a7e0919f7e", + "problem_id": "v2p_n11_0d4731d28a8df5bf", + "dataset_id": "n11", + "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=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "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": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_1b38b2a7e0919f7e.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1b38b2a7e0919f7e", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 12032, + "output_tokens": 483, + "total_tokens": 15084, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10774.81, + "sql_execution_elapsed_ms_total": 19.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4c6b0436998136249831ad6f29c1786e9742b3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:16.889551+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": 10774.81, "started_at": "2026-05-19T15:48:06.113111+00:00", "ended_at": "2026-05-19T15:48:16.887965+00:00", "prompt_metrics": {"chars": 7622, "bytes_utf8": 7622, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 605, "bytes_utf8": 605, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 12032, "output_tokens": 483, "reasoning_output_tokens": 316}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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 Relative-to-Total Extreme Threshold template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". CAST to REAL is used because the schema stores feature values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dd18e8ae96b202cd2fbd29d1f143c911f1997a19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1b38b2a7e0919f7e", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 12032, + "output_tokens": 483, + "total_tokens": 15084, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10774.81, + "sql_execution_elapsed_ms_total": 19.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..355940fbad1a46d3a4d4f53e38e56994273951f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/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=g, measure_col=2.6449. +Result preview: [{"g": "h", "0.3918": "0.1343", "total_measure": 20.3545, "share_within_group": 0.10492404153025993}, {"g": "h", "0.3918": "0.3696", "total_measure": 19.6067, "share_within_group": 0.10106925766151698}, {"g": "h", "0.3918": "0.1788", "total_measure": 19.6011, "share_within_group": 0.10104039059857907}, {"g": "h", "0.3918": "0.1023", "total_measure": 18.8522, "share_within_group": 0.0971799364139019}, {"g": "h", "0.3918": "0.1251", "total_measure": 17.9976, "share_within_group": 0.09277461641627187}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5aff2de7fb5af5cece1d475f4d907b71a9652567 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_1d64980f0b192156 +-- problem_id: v2p_n11_3fee4d54fc9a8353 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", "0.3918", + SUM(CAST("2.6449" AS REAL)) AS total_measure, + SUM(CAST("2.6449" AS REAL)) * 100.0 / SUM(SUM(CAST("2.6449" AS REAL))) OVER (PARTITION BY "g") AS share_within_group +FROM "n11" +GROUP BY "g", "0.3918" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad316950bbd356fdd3d1eb6a4fc440e4fede64de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/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 \"g\", \"0.3918\",\n SUM(CAST(\"2.6449\" AS REAL)) AS total_measure,\n SUM(CAST(\"2.6449\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"2.6449\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"0.3918\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"0.3918\\\",\\n SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"2.6449\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"2.6449\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"0.3918\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"g\", \"0.3918\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"h\", \"0.3918\": \"0.1343\", \"total_measure\": 20.3545, \"share_within_group\": 0.10492404153025993}, {\"g\": \"h\", \"0.3918\": \"0.3696\", \"total_measure\": 19.6067, \"share_within_group\": 0.10106925766151698}, {\"g\": \"h\", \"0.3918\": \"0.1788\", \"total_measure\": 19.6011, \"share_within_group\": 0.10104039059857907}, {\"g\": \"h\", \"0.3918\": \"0.1023\", \"total_measure\": 18.8522, \"share_within_group\": 0.0971799364139019}, {\"g\": \"h\", \"0.3918\": \"0.1251\", \"total_measure\": 17.9976, \"share_within_group\": 0.09277461641627187}, {\"g\": \"h\", \"0.3918\": \"0.312\", \"total_measure\": 17.3522, \"share_within_group\": 0.08944768741267907}, {\"g\": \"h\", \"0.3918\": \"0.1688\", \"total_measure\": 17.3196, \"share_within_group\": 0.08927963986771917}, {\"g\": \"h\", \"0.3918\": \"0.3066\", \"total_measure\": 16.9818, \"share_within_group\": 0.08753833739264379}, {\"g\": \"g\", \"0.3918\": \"0.1599\", \"total_measure\": 28.3337, \"share_within_group\": 0.08253357898076849}, {\"g\": \"g\", \"0.3918\": \"0.2175\", \"total_measure\": 28.2272, \"share_within_group\": 0.08222335383680734}, {\"g\": \"h\", \"0.3918\": \"0.1916\", \"total_measure\": 15.8652, \"share_within_group\": 0.08178245123613352}, {\"g\": \"h\", \"0.3918\": \"0.1078\", \"total_measure\": 15.8158, \"share_within_group\": 0.08152780250235991}, {\"g\": \"h\", \"0.3918\": \"0.2502\", \"total_measure\": 15.6897, \"share_within_group\": 0.08087777810299045}, {\"g\": \"g\", \"0.3918\": \"0.2214\", \"total_measure\": 27.7545, \"share_within_group\": 0.08084642026356384}, {\"g\": \"g\", \"0.3918\": \"0.6\", \"total_measure\": 27.7513, \"share_within_group\": 0.08083709894468427}, {\"g\": \"h\", \"0.3918\": \"0.2307\", \"total_measure\": 15.6344, \"share_within_group\": 0.0805927158564787}, {\"g\": \"h\", \"0.3918\": \"0.231\", \"total_measure\": 15.3629, \"share_within_group\": 0.07919317878725737}, {\"g\": \"g\", \"0.3918\": \"0.2562\", \"total_measure\": 27.1538, \"share_within_group\": 0.07909663393513701}, {\"g\": \"g\", \"0.3918\": \"0.1876\", \"total_measure\": 27.1366, \"share_within_group\": 0.07904653184615926}, {\"g\": \"h\", \"0.3918\": \"0.2182\", \"total_measure\": 15.3091, \"share_within_group\": 0.07891584878974685}, {\"g\": \"g\", \"0.3918\": \"0.1951\", \"total_measure\": 27.0261, \"share_within_group\": 0.07872465505359863}, {\"g\": \"h\", \"0.3918\": \"0.2614\", \"total_measure\": 15.1781, \"share_within_group\": 0.07824056571030671}, {\"g\": \"h\", \"0.3918\": \"0.1332\", \"total_measure\": 14.9721, \"share_within_group\": 0.07717867018080546}, {\"g\": \"h\", \"0.3918\": \"0.1187\", \"total_measure\": 14.694600000000001, \"share_within_group\": 0.07574820411557923}, {\"g\": \"h\", \"0.3918\": \"0.0875\", \"total_measure\": 14.612, \"share_within_group\": 0.07532241493724523}, {\"g\": \"g\", \"0.3918\": \"0.1947\", \"total_measure\": 25.7999, \"share_within_group\": 0.07515284217542817}, {\"g\": \"h\", \"0.3918\": \"0.131\", \"total_measure\": 14.5522, \"share_within_group\": 0.0750141559437298}, {\"g\": \"h\", \"0.3918\": \"0.341\", \"total_measure\": 14.5424, \"share_within_group\": 0.07496363858358848}, {\"g\": \"h\", \"0.3918\": \"0.3352\", \"total_measure\": 14.5217, \"share_within_group\": 0.0748569335473716}, {\"g\": \"g\", \"0.3918\": \"0.2408\", \"total_measure\": 25.6729, \"share_within_group\": 0.0747829023323947}, {\"g\": \"g\", \"0.3918\": \"0.4\", \"total_measure\": 25.6537, \"share_within_group\": 0.07472697441911719}, {\"g\": \"h\", \"0.3918\": \"0.1549\", \"total_measure\": 14.4742, \"share_within_group\": 0.07461207899566623}, {\"g\": \"h\", \"0.3918\": \"0.1344\", \"total_measure\": 14.4712, \"share_within_group\": 0.07459661449766378}, {\"g\": \"h\", \"0.3918\": \"0.1339\", \"total_measure\": 14.436399999999999, \"share_within_group\": 0.0744172263208354}, {\"g\": \"h\", \"0.3918\": \"0.3423\", \"total_measure\": 14.4282, \"share_within_group\": 0.07437495669296205}, {\"g\": \"g\", \"0.3918\": \"0.212\", \"total_measure\": 25.5195, \"share_within_group\": 0.07433606160860466}, {\"g\": \"h\", \"0.3918\": \"0.1263\", \"total_measure\": 14.3343, \"share_within_group\": 0.0738909179054855}, {\"g\": \"h\", \"0.3918\": \"0.3469\", \"total_measure\": 14.2959, \"share_within_group\": 0.07369297233105421}, {\"g\": \"h\", \"0.3918\": \"0.325\", \"total_measure\": 14.2052, \"share_within_group\": 0.0732254290081136}, {\"g\": \"h\", \"0.3918\": \"0.3516\", \"total_measure\": 14.070500000000001, \"share_within_group\": 0.0725310730478038}, {\"g\": \"h\", \"0.3918\": \"0.1137\", \"total_measure\": 14.036200000000001, \"share_within_group\": 0.07235426228730917}, {\"g\": \"g\", \"0.3918\": \"0.1703\", \"total_measure\": 24.789, \"share_within_group\": 0.0722081792831247}, {\"g\": \"g\", \"0.3918\": \"0.2468\", \"total_measure\": 24.7745, \"share_within_group\": 0.07216594205695158}, {\"g\": \"g\", \"0.3918\": \"0.2351\", \"total_measure\": 24.7494, \"share_within_group\": 0.07209282796198985}, {\"g\": \"h\", \"0.3918\": \"0.2685\", \"total_measure\": 13.9827, \"share_within_group\": 0.07207847873959888}, {\"g\": \"h\", \"0.3918\": \"0.1502\", \"total_measure\": 13.9589, \"share_within_group\": 0.0719557937221128}, {\"g\": \"h\", \"0.3918\": \"0.1192\", \"total_measure\": 13.9293, \"share_within_group\": 0.07180321067515535}, {\"g\": \"h\", \"0.3918\": \"0.3339\", \"total_measure\": 13.8994, \"share_within_group\": 0.07164908117839765}, {\"g\": \"h\", \"0.3918\": \"0.1219\", \"total_measure\": 13.8177, \"share_within_group\": 0.07122793134946437}, {\"g\": \"g\", \"0.3918\": \"0.2457\", \"total_measure\": 24.3714, \"share_within_group\": 0.07099174716933904}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 48.56}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7cb06e31684bb02a6b873120ccf26e86530275e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:36:54.541741+00:00", + "ended_at": "2026-05-19T15:37:09.111578+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_1d64980f0b192156", + "problem_id": "v2p_n11_3fee4d54fc9a8353", + "dataset_id": "n11", + "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=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "item_col": "0.3918", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_1d64980f0b192156.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1d64980f0b192156", + "api_calls": 0, + "input_tokens": 14586, + "cached_input_tokens": 13696, + "output_tokens": 839, + "total_tokens": 15425, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14517.1, + "sql_execution_elapsed_ms_total": 48.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00eb3b4a59a985ee4581b32cac037a80640d67d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:09.061456+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": 14517.1, "started_at": "2026-05-19T15:36:54.543605+00:00", "ended_at": "2026-05-19T15:37:09.060735+00:00", "prompt_metrics": {"chars": 7472, "bytes_utf8": 7472, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 566, "bytes_utf8": 566, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14586, "cached_input_tokens": 13696, "output_tokens": 839, "reasoning_output_tokens": 660}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"0.3918\\\",\\n SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"2.6449\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"2.6449\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"0.3918\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"0.3918\\\", and measure_col=\\\"2.6449\\\". Used CAST(... AS REAL) because these numeric-looking columns are stored as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ba5fbdde32d03b8d8b3483c3e97aa2125b17a976 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1d64980f0b192156", + "api_calls": 0, + "input_tokens": 14586, + "cached_input_tokens": 13696, + "output_tokens": 839, + "total_tokens": 15425, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14517.1, + "sql_execution_elapsed_ms_total": 48.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b94fcbea0dc101cd5d27affb3f366c9a83c3867 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7625, "bytes_utf8": 7625, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 560, "bytes_utf8": 560, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 13696, "output_tokens": 469, "reasoning_output_tokens": 305}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fc4b5ab4676ac50f142204d46b3b961b0a457194 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1ddbfe6b4b2988bb", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 469, + "total_tokens": 15070, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9828.21, + "sql_execution_elapsed_ms_total": 14.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1d019a196952e6c59072e0c8cc87aae9a46bd76a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/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": "2026-05-19T15:46:19.511186+00:00", + "ended_at": "2026-05-19T15:46:29.339433+00:00", + "elapsed_ms": 9828.21, + "prompt_metrics": { + "chars": 7625, + "bytes_utf8": 7625, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 931, + "bytes_utf8": 931, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 560, + "bytes_utf8": 560, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 469, + "reasoning_output_tokens": 305 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d6b90a3b0b45fa404d9553d74bb274ff03cda72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "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": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eaef97646925d7281700ad8922c4385a09a2120d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-a429-7a71-b2ad-238328a9a57e"} +{"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 \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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=\\\"g\\\" and measure_col=\\\"27.7004\\\". Cast \\\"27.7004\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14601,"cached_input_tokens":13696,"output_tokens":469,"reasoning_output_tokens":305}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c886d64b8937bddae1236df0ef15ec89ed7d45db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", 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=\"g\" and measure_col=\"27.7004\". Cast \"27.7004\" 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_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e237deace7ef39f78a0736da35796ee2e7c4440 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "h", "avg_measure": 28.797372697368424}, {"g": "g", "avg_measure": 18.59290785824345}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f951322e65cd49cece175aeffe702399800955b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_1f0369221419fdad +-- problem_id: v2p_n11_02a4a3cb280043cb +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("16.0021" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +WHERE "g" IS NOT NULL + AND TRIM("g") <> '' + AND "16.0021" IS NOT NULL + AND TRIM("16.0021") <> '' +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd1fd442984c42654f4e7344b1760a154c7892e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/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 \"g\",\n AVG(CAST(\"16.0021\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nWHERE \"g\" IS NOT NULL\n AND TRIM(\"g\") <> ''\n AND \"16.0021\" IS NOT NULL\n AND TRIM(\"16.0021\") <> ''\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"16.0021\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL\\n AND TRIM(\\\"g\\\") <> ''\\n AND \\\"16.0021\\\" IS NOT NULL\\n AND TRIM(\\\"16.0021\\\") <> ''\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 28.797372697368424}, {\"g\": \"g\", \"avg_measure\": 18.59290785824345}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.17}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a0e170c0cfd951c1367d304156e2441895e460bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:40:43.273755+00:00", + "ended_at": "2026-05-19T15:40:54.863975+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_1f0369221419fdad", + "problem_id": "v2p_n11_02a4a3cb280043cb", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "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": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=51" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_b/n11/sql/v2q_n11_1f0369221419fdad.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1f0369221419fdad", + "api_calls": 0, + "input_tokens": 14476, + "cached_input_tokens": 13696, + "output_tokens": 516, + "total_tokens": 14992, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11548.04, + "sql_execution_elapsed_ms_total": 38.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d545dd7018ae73af82109e1e4c69dabb8b0e4e8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:54.824369+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": 11548.04, "started_at": "2026-05-19T15:40:43.275251+00:00", "ended_at": "2026-05-19T15:40:54.823331+00:00", "prompt_metrics": {"chars": 7155, "bytes_utf8": 7155, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 541, "bytes_utf8": 541, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14476, "cached_input_tokens": 13696, "output_tokens": 516, "reasoning_output_tokens": 358}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"16.0021\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL\\n AND TRIM(\\\"g\\\") <> ''\\n AND \\\"16.0021\\\" IS NOT NULL\\n AND TRIM(\\\"16.0021\\\") <> ''\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". Cast the measure from TEXT to REAL for SQLite numeric averaging and filtered out NULL/empty values for a stable view.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..55b8f6b2975eb9bafe2ad5414fe641dd3932b722 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1f0369221419fdad", + "api_calls": 0, + "input_tokens": 14476, + "cached_input_tokens": 13696, + "output_tokens": 516, + "total_tokens": 14992, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11548.04, + "sql_execution_elapsed_ms_total": 38.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1db2eb4d584e0028d9db11f4e5575628a2849d2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/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=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..63cd7c7949102f5a8ef6a848c4d37d8a64e772aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_241160ece0afb248 +-- problem_id: v2p_n11_eb7c8cfca136a04c +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + 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_b/n11/artifacts/v2q_n11_241160ece0afb248/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd4eb5a29ed3965c764a41a2f1d2006bc5664fe2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/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 \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\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 \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.67}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3ec4fbf607c6ae898871ae82cfcc357ad9dc9dd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:37:46.041629+00:00", + "ended_at": "2026-05-19T15:38:01.292855+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_241160ece0afb248", + "problem_id": "v2p_n11_eb7c8cfca136a04c", + "dataset_id": "n11", + "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=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "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": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_241160ece0afb248.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_241160ece0afb248", + "api_calls": 0, + "input_tokens": 14667, + "cached_input_tokens": 12032, + "output_tokens": 694, + "total_tokens": 15361, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15228.19, + "sql_execution_elapsed_ms_total": 14.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ea32404f4e5baa54472ef1b403a14a3bb4bccb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:01.273193+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": 15228.19, "started_at": "2026-05-19T15:37:46.043285+00:00", "ended_at": "2026-05-19T15:38:01.271508+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 650, "bytes_utf8": 650, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14667, "cached_input_tokens": 12032, "output_tokens": 694, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested template with both group_col and condition_col bound to \\\"g\\\". This yields a self-conditional ratio by target label, with NULL produced when a group's denominator_count is 0.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3da6cd1d50eeb4c48d9e47cfb9312b7db6e793ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_241160ece0afb248", + "api_calls": 0, + "input_tokens": 14667, + "cached_input_tokens": 12032, + "output_tokens": 694, + "total_tokens": 15361, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15228.19, + "sql_execution_elapsed_ms_total": 14.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..707477b93ae70bfcbadcfa1bd26bf604fff3ef6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.3918. +Result preview: [{"g": "g", "avg_measure": 0.383640150839348}, {"g": "h", "avg_measure": 0.37421686602870813}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..30fd37d214ba533148f714cdaf7c2e832bc8e31c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_246271ebf737a80f +-- problem_id: v2p_n11_82cc127ac0f125ac +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("0.3918" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd9555c8114abfafa29bfaf6fbb54cc76e3913b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/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 \"g\",\n AVG(CAST(\"0.3918\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.3918\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 0.383640150839348}, {\"g\": \"h\", \"avg_measure\": 0.37421686602870813}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 55.07}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..96d35df73fa0317820547b8a10dc0529d4d5b3b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:41:14.347231+00:00", + "ended_at": "2026-05-19T15:41:24.640116+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_246271ebf737a80f", + "problem_id": "v2p_n11_82cc127ac0f125ac", + "dataset_id": "n11", + "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=g, measure_col=0.3918.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "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": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=53" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_b/n11/sql/v2q_n11_246271ebf737a80f.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_246271ebf737a80f", + "api_calls": 0, + "input_tokens": 14475, + "cached_input_tokens": 12032, + "output_tokens": 375, + "total_tokens": 14850, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10233.14, + "sql_execution_elapsed_ms_total": 55.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68c310b6cd6e96e7993beb5344db4334c9384c52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:24.583424+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": 10233.14, "started_at": "2026-05-19T15:41:14.349158+00:00", "ended_at": "2026-05-19T15:41:24.582332+00:00", "prompt_metrics": {"chars": 7145, "bytes_utf8": 7145, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14475, "cached_input_tokens": 12032, "output_tokens": 375, "reasoning_output_tokens": 270}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.3918\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". CAST to REAL ensures correct numeric averaging because the column is stored as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d57034c0d537adbf795fcad8b1014e4f762fccd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_246271ebf737a80f", + "api_calls": 0, + "input_tokens": 14475, + "cached_input_tokens": 12032, + "output_tokens": 375, + "total_tokens": 14850, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10233.14, + "sql_execution_elapsed_ms_total": 55.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7020c3cd764f7e38bea6c148272a110f05ad7103 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7018, "bytes_utf8": 7018, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7018, "bytes_utf8": 7018, "lines": 226, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14457, "cached_input_tokens": 12032, "output_tokens": 288, "reasoning_output_tokens": 178}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aa82a2fd6b615073d468b8a95c8ddd5d96e4645c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_25465030e74246b4", + "api_calls": 0, + "input_tokens": 14457, + "cached_input_tokens": 12032, + "output_tokens": 288, + "total_tokens": 14745, + "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": 12633.02, + "sql_execution_elapsed_ms_total": 5.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b111a8264bed4d7fbfb6ee6edf54237974e312c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/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": "2026-05-19T16:01:43.399407+00:00", + "ended_at": "2026-05-19T16:01:46.183339+00:00", + "elapsed_ms": 2783.91, + "returncode": 1, + "prompt_metrics": { + "chars": 7018, + "bytes_utf8": 7018, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..29f755df8997bd332396f05790e947b12a04d714 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/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": "2026-05-19T16:01:47.185092+00:00", + "ended_at": "2026-05-19T16:01:57.034240+00:00", + "elapsed_ms": 9849.11, + "prompt_metrics": { + "chars": 7018, + "bytes_utf8": 7018, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 721, + "bytes_utf8": 721, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 381, + "bytes_utf8": 381, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14457, + "cached_input_tokens": 12032, + "output_tokens": 288, + "reasoning_output_tokens": 178 + } + }, + "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_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8aa11992d05f9f9b695ce84bd808669be283d5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=27.7004.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "27.7004", + "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": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8aa11992d05f9f9b695ce84bd808669be283d5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=27.7004.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "27.7004", + "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": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f89a9c301443b3a364a5868ef0603fa8c26e700c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-bd06-7613-ae3e-12042acf6d32"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8591860ead184201fd684abbeac3a3464a70fd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-bd06-7613-ae3e-12042acf6d32"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c44c19721c8ae7880b2efffaccb0724125cad789 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-cba5-7242-8b38-26477b14dd9e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"27.7004\\\" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the required Threshold Rarity CDF template with measure_col bound to \\\"27.7004\\\" and threshold 24.06035. CAST to REAL avoids lexicographic comparison because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14457,"cached_input_tokens":12032,"output_tokens":288,"reasoning_output_tokens":178}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cde98d5c50a9a1129bc057ad91f9c60a20985484 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"27.7004\" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Used the required Threshold Rarity CDF template with measure_col bound to \"27.7004\" and threshold 24.06035. CAST to REAL avoids lexicographic comparison because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_257bd44825bbd15e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_257bd44825bbd15e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de4d80cfdc801cb065741dfca13ea5bb6267345c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_257bd44825bbd15e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:05:52.855269+00:00", + "ended_at": "2026-05-19T16:06:00.996276+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_257bd44825bbd15e", + "problem_id": "v2p_n11_dacb207ac3610970", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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 Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "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": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_257bd44825bbd15e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_257bd44825bbd15e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4633ab084ce01078369ca34a560025ad2088c77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_257bd44825bbd15e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:56.511171+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3653.39, "started_at": "2026-05-19T16:05:52.857017+00:00", "ended_at": "2026-05-19T16:05:56.510434+00:00", "prompt_metrics": {"chars": 7237, "bytes_utf8": 7237, "lines": 228, "estimated_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-8b56-74c3-be24-ee1f25e3402a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:06:00.996133+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3482.82, "started_at": "2026-05-19T16:05:57.511949+00:00", "ended_at": "2026-05-19T16:06:00.994819+00:00", "prompt_metrics": {"chars": 7237, "bytes_utf8": 7237, "lines": 228, "estimated_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-9d8e-7252-84ad-d52ef9a6e7eb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee795afbc9276af1ffa887aba3abe8c9a9aece20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/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=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..580d80e27de2eee01a826372ceec3d99d418b4b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_2715e6b1b54b42ef +-- problem_id: v2p_n11_2c85712dbf160240 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ede401bc705972ec9ac6f32e50d02dc977e549a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/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 \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.68}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c248a5ea858a2cf6df139fd9523631b0b158502e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:57:53.012494+00:00", + "ended_at": "2026-05-19T15:58:07.384718+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_2715e6b1b54b42ef", + "problem_id": "v2p_n11_2c85712dbf160240", + "dataset_id": "n11", + "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=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "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": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2715e6b1b54b42ef.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2715e6b1b54b42ef", + "api_calls": 0, + "input_tokens": 14520, + "cached_input_tokens": 12032, + "output_tokens": 388, + "total_tokens": 14908, + "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": 13356.85, + "sql_execution_elapsed_ms_total": 7.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b2d410eb1bac204f56644f069a192ecd9fb1a1ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:57:56.261702+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3246.26, "started_at": "2026-05-19T15:57:53.014677+00:00", "ended_at": "2026-05-19T15:57:56.260967+00:00", "prompt_metrics": {"chars": 7305, "bytes_utf8": 7305, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f5-38f2-7de2-9259-3f26764869ae\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:58:07.375503+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": 10110.59, "started_at": "2026-05-19T15:57:57.263021+00:00", "ended_at": "2026-05-19T15:58:07.373667+00:00", "prompt_metrics": {"chars": 7305, "bytes_utf8": 7305, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14520, "cached_input_tokens": 12032, "output_tokens": 388, "reasoning_output_tokens": 276}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with both group_col and condition_col bound to \\\"g\\\", using 'g' as the condition value to measure the within-group proportion of rows labeled 'g'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..92a89ead6d91c0bb480f5b0f12c47fb5c483b1e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2715e6b1b54b42ef", + "api_calls": 0, + "input_tokens": 14520, + "cached_input_tokens": 12032, + "output_tokens": 388, + "total_tokens": 14908, + "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": 13356.85, + "sql_execution_elapsed_ms_total": 7.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..97f1af3e57503bc62bbaea86c644c6c9a0e45930 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/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=g, measure_col=2.6449. +Result preview: [{"g": "g", "group_value": 34329.9059}, {"g": "h", "group_value": 19399.2718}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a34a4fb5938e921d9a34c8664697e30f603e27a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_28905a94df1288a3 +-- problem_id: v2p_n11_d38438eee2f28369 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("2.6449" AS REAL)) AS group_value + FROM "n11" + GROUP BY "g" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."g", 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_b/n11/artifacts/v2q_n11_28905a94df1288a3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bde95be50eb99d5972abe184bc0bce2a872bcd06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/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 \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", 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 \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"g\", \"group_value\": 34329.9059}, {\"g\": \"h\", \"group_value\": 19399.2718}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.9}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bba7f278c423173e88c45be137bb33eeb8b7b213 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:44:33.286929+00:00", + "ended_at": "2026-05-19T15:44:52.017477+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_28905a94df1288a3", + "problem_id": "v2p_n11_d38438eee2f28369", + "dataset_id": "n11", + "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=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_28905a94df1288a3.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_28905a94df1288a3", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 552, + "total_tokens": 15153, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18714.7, + "sql_execution_elapsed_ms_total": 10.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a7778c39ad4b7d33184647893b75bc01031a96f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:52.004132+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": 18714.7, "started_at": "2026-05-19T15:44:33.288601+00:00", "ended_at": "2026-05-19T15:44:52.003331+00:00", "prompt_metrics": {"chars": 7618, "bytes_utf8": 7618, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 590, "bytes_utf8": 590, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 13696, "output_tokens": 552, "reasoning_output_tokens": 382}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided Relative-to-Total Extreme Threshold template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". Cast \\\"2.6449\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b564a0748a7e7bbb199788ff9055302ff4276c5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_28905a94df1288a3", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 552, + "total_tokens": 15153, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18714.7, + "sql_execution_elapsed_ms_total": 10.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff7e6a0478b218b938e5db2283cb23f841f6e99b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/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=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e612870dfbdad9c5fe5837442d771e3f07f7a17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_2927747a67a6bf9a +-- problem_id: v2p_n11_f20a1b827921110a +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3691fe8d42b3077e659de11d99c34f49f4c00cec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/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 \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.58}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..051cef1b48f3517ee08a8b0406f01a607ca0b7b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:58:14.448720+00:00", + "ended_at": "2026-05-19T15:58:23.652606+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_2927747a67a6bf9a", + "problem_id": "v2p_n11_f20a1b827921110a", + "dataset_id": "n11", + "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=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2927747a67a6bf9a.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2927747a67a6bf9a", + "api_calls": 0, + "input_tokens": 14519, + "cached_input_tokens": 13696, + "output_tokens": 358, + "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": 9194.44, + "sql_execution_elapsed_ms_total": 5.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d1e0ebfb83e7fe26b9d98cac4b087deb11665c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:58:23.645728+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": 9194.44, "started_at": "2026-05-19T15:58:14.450568+00:00", "ended_at": "2026-05-19T15:58:23.645034+00:00", "prompt_metrics": {"chars": 7292, "bytes_utf8": 7292, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 339, "bytes_utf8": 339, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14519, "cached_input_tokens": 13696, "output_tokens": 358, "reasoning_output_tokens": 261}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the grouped condition rate template with both group_col and condition_col bound to \\\"g\\\", using the condition value 'g'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3b7e75adda6852b2f2173aa53f56c6307b9d8c2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2927747a67a6bf9a", + "api_calls": 0, + "input_tokens": 14519, + "cached_input_tokens": 13696, + "output_tokens": 358, + "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": 9194.44, + "sql_execution_elapsed_ms_total": 5.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ef46d374ace027eefffbfb930f82537a792b46a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918. +Result preview: [{"g": "g", "avg_measure": 0.383640150839348}, {"g": "h", "avg_measure": 0.37421686602870813}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..822a74fe8da40f2b0cbf4c15a3393129d53e599c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_2cfd902c252bbcdc +-- problem_id: v2p_n11_8c509cc1459ad9e3 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("0.3918" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +WHERE "g" IS NOT NULL + AND "0.3918" IS NOT NULL +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3aa6baa8c367162dcf95f6876509e4400296525 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/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 \"g\",\n AVG(CAST(\"0.3918\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nWHERE \"g\" IS NOT NULL\n AND \"0.3918\" IS NOT NULL\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.3918\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL\\n AND \\\"0.3918\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 0.383640150839348}, {\"g\": \"h\", \"avg_measure\": 0.37421686602870813}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 34.68}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..32b9a8e40f8fb56439128868bfc69b836a9ccc27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:41:24.640674+00:00", + "ended_at": "2026-05-19T15:41:39.037496+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_2cfd902c252bbcdc", + "problem_id": "v2p_n11_8c509cc1459ad9e3", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "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": 0.4424, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=53" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_b/n11/sql/v2q_n11_2cfd902c252bbcdc.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2cfd902c252bbcdc", + "api_calls": 0, + "input_tokens": 14476, + "cached_input_tokens": 13696, + "output_tokens": 544, + "total_tokens": 15020, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14358.19, + "sql_execution_elapsed_ms_total": 34.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db20bdae3639d8b72b50964c6efc211c7b3dff7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:39.001472+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": 14358.19, "started_at": "2026-05-19T15:41:24.642508+00:00", "ended_at": "2026-05-19T15:41:39.000724+00:00", "prompt_metrics": {"chars": 7150, "bytes_utf8": 7150, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14476, "cached_input_tokens": 13696, "output_tokens": 544, "reasoning_output_tokens": 420}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.3918\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL\\n AND \\\"0.3918\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\",\"notes\":\"Uses the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". CAST to REAL is applied because the schema stores the measure as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..27d5e14280d11a97fb244bf007c4dea63dc0821d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2cfd902c252bbcdc", + "api_calls": 0, + "input_tokens": 14476, + "cached_input_tokens": 13696, + "output_tokens": 544, + "total_tokens": 15020, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14358.19, + "sql_execution_elapsed_ms_total": 34.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f4faa25d0e5eed6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f4faa25d0e5eed6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc721afd7cf4fb6653a24de343162ab26e604bd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f4faa25d0e5eed6/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"22.011": "0", "support": 39, "avg_response": 0.5371461538461539}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f4faa25d0e5eed6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f4faa25d0e5eed6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..be503d350371b0d7900a0f442bf51af7da6f9d4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f4faa25d0e5eed6/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_2f4faa25d0e5eed6 +-- problem_id: v2p_n11_4eb59fdbf5dcefa1 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "22.011", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "22.011" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f4faa25d0e5eed6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f4faa25d0e5eed6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd65b03471d0c20cf332ce1d526786e9a935b1ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f4faa25d0e5eed6/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_b\n-- sql_source_dataset_id: n11\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_n11_2f4faa25d0e5eed6\n-- problem_id: v2p_n11_4eb59fdbf5dcefa1\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"22.011\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"22.011\"\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_b\\n-- sql_source_dataset_id: n11\\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_n11_2f4faa25d0e5eed6\\n-- problem_id: v2p_n11_4eb59fdbf5dcefa1\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"22.011\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"22.011\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"22.011\", \"support\", \"avg_response\"], \"rows\": [{\"22.011\": \"0\", \"support\": 39, \"avg_response\": 0.5371461538461539}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f4faa25d0e5eed6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f4faa25d0e5eed6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eef488ac4f29a438a27a374aeac24a25e84df677 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f4faa25d0e5eed6/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:06:31.544202+00:00", + "ended_at": "2026-05-19T16:06:31.559550+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_2f4faa25d0e5eed6", + "problem_id": "v2p_n11_4eb59fdbf5dcefa1", + "dataset_id": "n11", + "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=16.0021, key_col=22.011.", + "bindings": { + "key_col": "22.011", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2f4faa25d0e5eed6.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_b/n11/artifacts/v2q_n11_2f4faa25d0e5eed6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f4faa25d0e5eed6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f4faa25d0e5eed6/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_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d59b02601bbd629da682499e434ca38f48a4e9e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/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=g, measure_col=-8.2027. +Result preview: [{"g": "h", "total_measure": 2395.9448}, {"g": "g", "total_measure": 2362.0456}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f7fcf81faee74c98b626eb821fe679faf55be99b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_2f585d5bd0c173e2 +-- problem_id: v2p_n11_b9522aabeb4a1b88 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0033189d83e2314ee7854fa8ab157cdd4c1ab781 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/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 \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 2395.9448}, {\"g\": \"g\", \"total_measure\": 2362.0456}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.82}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4ef5f3c80cf487f467824bce28d7a025909b78d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:30:45.850162+00:00", + "ended_at": "2026-05-19T15:30:56.460388+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_2f585d5bd0c173e2", + "problem_id": "v2p_n11_b9522aabeb4a1b88", + "dataset_id": "n11", + "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=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "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": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_2f585d5bd0c173e2.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2f585d5bd0c173e2", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 267, + "total_tokens": 14732, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10582.77, + "sql_execution_elapsed_ms_total": 20.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3b32cec0d5657919ad47c1c06db456450ab8fee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:56.436509+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": 10582.77, "started_at": "2026-05-19T15:30:45.852145+00:00", "ended_at": "2026-05-19T15:30:56.434951+00:00", "prompt_metrics": {"chars": 7070, "bytes_utf8": 7070, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 315, "bytes_utf8": 315, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12032, "output_tokens": 267, "reasoning_output_tokens": 170}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the bound template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". CAST to REAL is added because the schema stores columns as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4234b0e30093251b7e6d46624d8b9b351f721621 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2f585d5bd0c173e2", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 267, + "total_tokens": 14732, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10582.77, + "sql_execution_elapsed_ms_total": 20.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef4b3bbac0f543daa7d0d7fead85e93acc48f405 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828. +Result preview: [{"g": "h", "avg_measure": 200.4345174043062}, {"g": "g", "avg_measure": 190.2384987592247}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..799d860b8ecc95082412c5a852b3b1cbbf7dd656 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_30332e24868db890 +-- problem_id: v2p_n11_7e98b3e2ed0664a9 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("81.8828" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..715580300e2f96c03e7d998248a0fbc2aa202236 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:05.784305+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": 7397.9, "started_at": "2026-05-19T15:39:58.385631+00:00", "ended_at": "2026-05-19T15:40:05.783554+00:00", "prompt_metrics": {"chars": 7156, "bytes_utf8": 7156, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14476, "cached_input_tokens": 13696, "output_tokens": 225, "reasoning_output_tokens": 123}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"81.8828\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"81.8828\\\". Cast the TEXT measure column to REAL for SQLite numeric averaging.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f61e2ca63b3d5c9cd671e18928bfe13f413c9059 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7245, "bytes_utf8": 7245, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1828, "bytes_utf8": 1828, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 13696, "output_tokens": 2292, "reasoning_output_tokens": 1634}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1b43b0a68288eb5674e7295ec76229adb156627b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3081aa83f75b7534", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 2292, + "total_tokens": 16795, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34450.94, + "sql_execution_elapsed_ms_total": 81.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b357f98210c85fa19cc5ac77a6b6d8b5b7ec1d64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/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": "2026-05-19T15:56:29.969537+00:00", + "ended_at": "2026-05-19T15:57:04.420506+00:00", + "elapsed_ms": 34450.94, + "prompt_metrics": { + "chars": 7245, + "bytes_utf8": 7245, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2522, + "bytes_utf8": 2522, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1828, + "bytes_utf8": 1828, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 2292, + "reasoning_output_tokens": 1634 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a20ff0e53e8bfaa88417b2f945bdbfe358ad43fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "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": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..55c83165345c6e60b07c2199a5b64741efc60467 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-f4c4-73e1-b948-8fe29977c19d"} +{"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 \\\"g\\\",\\n CAST(\\\"16.0021\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"16.0021\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE NULLIF(TRIM(\\\"g\\\"), '') IS NOT NULL\\n AND NULLIF(TRIM(\\\"16.0021\\\"), '') IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT DISTINCT\\n \\\"g\\\",\\n \\\"cnt\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lo\\\",\\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 \\\"hi\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"t\\\".\\\"g\\\",\\n CASE\\n WHEN \\\"t\\\".\\\"lo\\\" = \\\"t\\\".\\\"hi\\\" THEN MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"t\\\".\\\"lo\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n ELSE MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"t\\\".\\\"lo\\\" THEN \\\"r\\\".\\\"measure\\\" END) +\\n (\\\"t\\\".\\\"pos\\\" - \\\"t\\\".\\\"lo\\\") *\\n (\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"t\\\".\\\"hi\\\" THEN \\\"r\\\".\\\"measure\\\" END) -\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"t\\\".\\\"lo\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"targets\\\" AS \\\"t\\\"\\nJOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"g\\\" = \\\"t\\\".\\\"g\\\"\\nGROUP BY \\\"t\\\".\\\"g\\\", \\\"t\\\".\\\"cnt\\\", \\\"t\\\".\\\"pos\\\", \\\"t\\\".\\\"lo\\\", \\\"t\\\".\\\"hi\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Uses the planned grouped percentile template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". Since SQLite lacks PERCENTILE_CONT, this emulates the 0.9 continuous percentile per group via ordered row positions and linear interpolation, casting the TEXT measure to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14503,"cached_input_tokens":13696,"output_tokens":2292,"reasoning_output_tokens":1634}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc24fa452d9919af8a276b151327ab6ce50ee825 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"16.0021\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"16.0021\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE NULLIF(TRIM(\"g\"), '') IS NOT NULL\n AND NULLIF(TRIM(\"16.0021\"), '') IS NOT NULL\n),\n\"targets\" AS (\n SELECT DISTINCT\n \"g\",\n \"cnt\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lo\",\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 \"hi\"\n FROM \"ranked\"\n)\nSELECT\n \"t\".\"g\",\n CASE\n WHEN \"t\".\"lo\" = \"t\".\"hi\" THEN MAX(CASE WHEN \"r\".\"rn\" = \"t\".\"lo\" THEN \"r\".\"measure\" END)\n ELSE MAX(CASE WHEN \"r\".\"rn\" = \"t\".\"lo\" THEN \"r\".\"measure\" END) +\n (\"t\".\"pos\" - \"t\".\"lo\") *\n (\n MAX(CASE WHEN \"r\".\"rn\" = \"t\".\"hi\" THEN \"r\".\"measure\" END) -\n MAX(CASE WHEN \"r\".\"rn\" = \"t\".\"lo\" THEN \"r\".\"measure\" END)\n )\n END AS \"percentile_measure\"\nFROM \"targets\" AS \"t\"\nJOIN \"ranked\" AS \"r\"\n ON \"r\".\"g\" = \"t\".\"g\"\nGROUP BY \"t\".\"g\", \"t\".\"cnt\", \"t\".\"pos\", \"t\".\"lo\", \"t\".\"hi\"\nORDER BY \"percentile_measure\" DESC;","notes":"Uses the planned grouped percentile template with group_col=\"g\" and measure_col=\"16.0021\". Since SQLite lacks PERCENTILE_CONT, this emulates the 0.9 continuous percentile per group via ordered row positions and linear interpolation, casting the TEXT measure to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..db0efbf424d3b5890488d1e2aec8fb0f9b16ceaa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:07.907520+00:00", + "ended_at": "2026-05-19T16:03:11.467424+00:00", + "elapsed_ms": 3559.88, + "returncode": 1, + "prompt_metrics": { + "chars": 7058, + "bytes_utf8": 7058, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bbe80d8654d17cce17558398884ebc97f01904cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/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": "2026-05-19T16:03:12.469560+00:00", + "ended_at": "2026-05-19T16:03:15.721852+00:00", + "elapsed_ms": 3252.26, + "returncode": 1, + "prompt_metrics": { + "chars": 7058, + "bytes_utf8": 7058, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6cba5aa511a3ff0993f8c86e956bd62f55c1fb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "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": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6cba5aa511a3ff0993f8c86e956bd62f55c1fb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "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": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfde2c14a8e3466c6823aa6864758bb2af5e549e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-070d-7cf0-b97c-633ee1e6017c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0de51d545a7fd8880bbcb20ef4af4fbd24503f72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-070d-7cf0-b97c-633ee1e6017c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1944903faa7ad00993cd02a0bbbecd877efcfd7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-18ef-7892-9697-5f7d608ddb6a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ab1c9a7fc7945c8fa45ae88f060da6c322bb039 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-18ef-7892-9697-5f7d608ddb6a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..82495b98c57e084a1dfcc271e580d230db7c828d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/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=g, measure_col=16.0021. +Result preview: [{"g": "g", "total_measure": 229269.1468}, {"g": "h", "total_measure": 192596.8286}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd4f59547ce01f3a94dbf14eff7ed94afec0f1da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_329b2e196ce01373 +-- problem_id: v2p_n11_b0d7bb025a2b7023 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("16.0021" AS REAL)) AS "total_measure" +FROM "n11" +GROUP BY "g" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d18e0e7cec61db9e91a92ae42436ca95de7fe101 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/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 \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS \"total_measure\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 229269.1468}, {\"g\": \"h\", \"total_measure\": 192596.8286}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.96}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6ad8de4494b96f666777f26fc35edba9facad748 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:28:43.068706+00:00", + "ended_at": "2026-05-19T15:28:51.500093+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_329b2e196ce01373", + "problem_id": "v2p_n11_b0d7bb025a2b7023", + "dataset_id": "n11", + "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=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "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": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_329b2e196ce01373.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_329b2e196ce01373", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 338, + "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": 8408.72, + "sql_execution_elapsed_ms_total": 15.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75f3d84601ed5ef24764026deed6b8be788300d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:28:51.481723+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": 8408.72, "started_at": "2026-05-19T15:28:43.071750+00:00", "ended_at": "2026-05-19T15:28:51.480514+00:00", "prompt_metrics": {"chars": 7071, "bytes_utf8": 7071, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12032, "output_tokens": 338, "reasoning_output_tokens": 234}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the provided grouped numeric sum template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". CAST to REAL is included because the schema stores the measure column as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fa7d8792f9c4ca28ee55eaa160be353f2afd4220 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_329b2e196ce01373", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 338, + "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": 8408.72, + "sql_execution_elapsed_ms_total": 15.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a2808bdd00a0eb72a733481c05ee7fa66cd86c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/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=g, measure_col=27.7004. +Result preview: [{"g": "g", "group_value": 39886.705}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb8264820657e6e0559df992db0c7b73b79a8de8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_3365f3510360d27b +-- problem_id: v2p_n11_bedbfee894235d4b +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "g", SUM(CAST("27.7004" AS REAL)) AS "group_value" + FROM "n11" + GROUP BY "g" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT "g"."g", "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_b/n11/artifacts/v2q_n11_3365f3510360d27b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa69120b524a460241bcb2515d73482e4b006277 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/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 \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS \"group_value\"\n FROM \"n11\"\n GROUP BY \"g\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT \"g\".\"g\", \"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 \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT \\\"g\\\".\\\"g\\\", \\\"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\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"g\", \"group_value\": 39886.705}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.8}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..78566053e2511af5f48cc85bac4a8f4163c95250 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:46:03.323826+00:00", + "ended_at": "2026-05-19T15:46:19.508190+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3365f3510360d27b", + "problem_id": "v2p_n11_bedbfee894235d4b", + "dataset_id": "n11", + "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=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "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": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3365f3510360d27b.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3365f3510360d27b", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 12032, + "output_tokens": 798, + "total_tokens": 15401, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16162.67, + "sql_execution_elapsed_ms_total": 15.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d84f857b092beda7b64bd23db2fac3c8bb41b09f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:19.490235+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": 16162.67, "started_at": "2026-05-19T15:46:03.325951+00:00", "ended_at": "2026-05-19T15:46:19.488662+00:00", "prompt_metrics": {"chars": 7623, "bytes_utf8": 7623, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 643, "bytes_utf8": 643, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14603, "cached_input_tokens": 12032, "output_tokens": 798, "reasoning_output_tokens": 599}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT \\\"g\\\".\\\"g\\\", \\\"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=\\\"g\\\" and measure_col=\\\"27.7004\\\"; cast the TEXT measure column to REAL for SQLite numeric aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ead139bb0a3c97cd8c6521a0028c2e4c64b3a5d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3365f3510360d27b", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 12032, + "output_tokens": 798, + "total_tokens": 15401, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16162.67, + "sql_execution_elapsed_ms_total": 15.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_349dc2d7adab2e94/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_349dc2d7adab2e94/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..32ea20731f7303afed835d4e583186c1a344b3af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_349dc2d7adab2e94/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"16.0021": "0", "support": 98, "avg_response": 24.087755102040816}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_349dc2d7adab2e94/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_349dc2d7adab2e94/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb028aee0d4d31ef3dd8f141519e77dc99c241a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_349dc2d7adab2e94/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_349dc2d7adab2e94 +-- problem_id: v2p_n11_10d55ea58222de56 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "16.0021", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "16.0021" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_349dc2d7adab2e94/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_349dc2d7adab2e94/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d19518018cefd104202546edb63bc832cc4d651e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_349dc2d7adab2e94/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_b\n-- sql_source_dataset_id: n11\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_n11_349dc2d7adab2e94\n-- problem_id: v2p_n11_10d55ea58222de56\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"16.0021\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"16.0021\"\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_b\\n-- sql_source_dataset_id: n11\\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_n11_349dc2d7adab2e94\\n-- problem_id: v2p_n11_10d55ea58222de56\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"16.0021\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"16.0021\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"16.0021\", \"support\", \"avg_response\"], \"rows\": [{\"16.0021\": \"0\", \"support\": 98, \"avg_response\": 24.087755102040816}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.39}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_349dc2d7adab2e94/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_349dc2d7adab2e94/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..90bdb3f64bd30c19dbc30c877869c5a8b2a8e052 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_349dc2d7adab2e94/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:06:31.448970+00:00", + "ended_at": "2026-05-19T16:06:31.464057+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_349dc2d7adab2e94", + "problem_id": "v2p_n11_10d55ea58222de56", + "dataset_id": "n11", + "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=28.7967, key_col=16.0021.", + "bindings": { + "key_col": "16.0021", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_349dc2d7adab2e94.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_b/n11/artifacts/v2q_n11_349dc2d7adab2e94/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_349dc2d7adab2e94/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_349dc2d7adab2e94/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_b/n11/artifacts/v2q_n11_38373ed167739771/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e23f6d1835897e6f91575fc6e4add8b4519e4d47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7233, "bytes_utf8": 7233, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7233, "bytes_utf8": 7233, "lines": 228, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14509, "cached_input_tokens": 12032, "output_tokens": 303, "reasoning_output_tokens": 179}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c783aec10f425654c775d2f53991842ce958acc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_38373ed167739771", + "api_calls": 0, + "input_tokens": 14509, + "cached_input_tokens": 12032, + "output_tokens": 303, + "total_tokens": 14812, + "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": 12629.66, + "sql_execution_elapsed_ms_total": 8.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..88490e6f92c65858e3012699a7841bf08ce03ed3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:40.766145+00:00", + "ended_at": "2026-05-19T16:04:45.189203+00:00", + "elapsed_ms": 4423.03, + "returncode": 1, + "prompt_metrics": { + "chars": 7233, + "bytes_utf8": 7233, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c97d3c9106485d0f07a7ec85fdea8f59ef2c43c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:46.191874+00:00", + "ended_at": "2026-05-19T16:04:54.398545+00:00", + "elapsed_ms": 8206.63, + "prompt_metrics": { + "chars": 7233, + "bytes_utf8": 7233, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 766, + "bytes_utf8": 766, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 406, + "bytes_utf8": 406, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14509, + "cached_input_tokens": 12032, + "output_tokens": 303, + "reasoning_output_tokens": 179 + } + }, + "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_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e07865d815c3e172096142cbbc89dfce24e31325 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "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": 0.4424, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e07865d815c3e172096142cbbc89dfce24e31325 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "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": 0.4424, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a746df11f75cec800e5526bfe10576d90004e1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-71cc-7110-895f-95bd98eebc0b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe2c6da96914dd32a9a44d2428fe250a65fe8a25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-71cc-7110-895f-95bd98eebc0b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05c6eb4912a8b112d3b91596e4651028f13cf71d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-870d-7fb0-9e60-e94a46fd3d59"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"0.3918\\\" AS REAL)) > 0.4424\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the required template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". CAST to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14509,"cached_input_tokens":12032,"output_tokens":303,"reasoning_output_tokens":179}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d86ad601d577eef49d20c06808043eb9e3385e03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"0.3918\" AS REAL)) > 0.4424\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Used the required template with group_col=\"g\" and measure_col=\"0.3918\". CAST to REAL 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_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..97e2bea8f16cfbf40ec035839c68382951ad5fcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:00:21.206154+00:00", + "ended_at": "2026-05-19T16:00:28.980642+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_398a05afe90208d2", + "problem_id": "v2p_n11_1bee03e7fc1c95bb", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2cbd4e5bd3bfef3b350782cbc0d4b0d0a8db9e92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:00:24.617425+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3407.98, "started_at": "2026-05-19T16:00:21.208722+00:00", "ended_at": "2026-05-19T16:00:24.616735+00:00", "prompt_metrics": {"chars": 7301, "bytes_utf8": 7301, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f7-7bd3-7513-be75-2a0b757f1189\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:00:28.980552+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3360.94, "started_at": "2026-05-19T16:00:25.618750+00:00", "ended_at": "2026-05-19T16:00:28.979731+00:00", "prompt_metrics": {"chars": 7301, "bytes_utf8": 7301, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f7-8d29-7830-ba07-0f279fccec54\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..54c309d6df96db62e07f89676e5337ad8fc2ff80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011. +Result preview: [{"g": "g", "total_measure": 219603.6655}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ee9385b467f9be1ead36256d718bbfa378c24b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_3abc9fb00b4dc2de +-- problem_id: v2p_n11_79a11e3c069dd4e0 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("22.011" AS REAL)) AS total_measure +FROM "n11" +WHERE "g" IS NOT NULL AND "22.011" IS NOT NULL +GROUP BY "g" +HAVING SUM(CAST("22.011" AS REAL)) > 24.862676 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81de1d21ed59d3f82082d599e1139ff3dd784325 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/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_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"22.011\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE \"g\" IS NOT NULL AND \"22.011\" IS NOT NULL\nGROUP BY \"g\"\nHAVING SUM(CAST(\"22.011\" AS REAL)) > 24.862676\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL AND \\\"22.011\\\" IS NOT NULL\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"22.011\\\" AS REAL)) > 24.862676\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 219603.6655}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.54}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2ab3b3678d0051d08afd14916a64a6ed8f85cbe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:05:33.662053+00:00", + "ended_at": "2026-05-19T16:05:44.521228+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3abc9fb00b4dc2de", + "problem_id": "v2p_n11_79a11e3c069dd4e0", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "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 Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "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": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=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_b/n11/sql/v2q_n11_3abc9fb00b4dc2de.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3abc9fb00b4dc2de", + "api_calls": 0, + "input_tokens": 14508, + "cached_input_tokens": 12032, + "output_tokens": 496, + "total_tokens": 15004, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10843.83, + "sql_execution_elapsed_ms_total": 10.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..890c0cafaffd1c23e42977a9030d5d1418b4e4bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:05:44.508983+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": 10843.83, "started_at": "2026-05-19T16:05:33.664343+00:00", "ended_at": "2026-05-19T16:05:44.508210+00:00", "prompt_metrics": {"chars": 7238, "bytes_utf8": 7238, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 486, "bytes_utf8": 486, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14508, "cached_input_tokens": 12032, "output_tokens": 496, "reasoning_output_tokens": 354}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL AND \\\"22.011\\\" IS NOT NULL\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"22.011\\\" AS REAL)) > 24.862676\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..da6cd973d3cda9b92e142611c0e099f828a1a28b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3abc9fb00b4dc2de", + "api_calls": 0, + "input_tokens": 14508, + "cached_input_tokens": 12032, + "output_tokens": 496, + "total_tokens": 15004, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10843.83, + "sql_execution_elapsed_ms_total": 10.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f61884ee353c008f32c01ebec4bb89d4831a19fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/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=g. +Result preview: [{"g": "h", "support": 6688}, {"g": "g", "support": 12331}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..452339b75375d4c449221915e8ca3eb2581697db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_3bb31921e17c2931 +-- problem_id: v2p_n11_e795c663ed2baeaf +-- realization_mode: agent +-- source_kind: agent +SELECT + "g", + COUNT(*) AS support +FROM "n11" +GROUP BY "g" +ORDER BY support ASC, "g" +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1caa46f93dea33e71b6e68e27ae97629e8ec010 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/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 \"g\",\n COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY support ASC, \"g\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 11;\", \"columns\": [\"g\", \"support\"], \"rows\": [{\"g\": \"h\", \"support\": 6688}, {\"g\": \"g\", \"support\": 12331}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.83}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..35454dbb47305fdd8564f9bb8854494a194ce3a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:03:46.178637+00:00", + "ended_at": "2026-05-19T16:03:59.557629+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3bb31921e17c2931", + "problem_id": "v2p_n11_e795c663ed2baeaf", + "dataset_id": "n11", + "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=g.", + "bindings": { + "group_col": "g", + "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": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_3bb31921e17c2931.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3bb31921e17c2931", + "api_calls": 0, + "input_tokens": 14472, + "cached_input_tokens": 12032, + "output_tokens": 238, + "total_tokens": 14710, + "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": 12367.64, + "sql_execution_elapsed_ms_total": 4.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eeac045c1267156b79d6de9ce8f16dea34cb9565 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:03:49.526673+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3344.97, "started_at": "2026-05-19T16:03:46.180915+00:00", "ended_at": "2026-05-19T16:03:49.525915+00:00", "prompt_metrics": {"chars": 7058, "bytes_utf8": 7058, "lines": 226, "estimated_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-9cb3-7472-871b-838822748d16\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:03:59.551498+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": 9022.67, "started_at": "2026-05-19T16:03:50.528030+00:00", "ended_at": "2026-05-19T16:03:59.550746+00:00", "prompt_metrics": {"chars": 7058, "bytes_utf8": 7058, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 290, "bytes_utf8": 290, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14472, "cached_input_tokens": 12032, "output_tokens": 238, "reasoning_output_tokens": 149}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 11;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"g\\\" and top_k set to 11.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b3a1d0f25e71062a97120099eb28f53c9efef044 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3bb31921e17c2931", + "api_calls": 0, + "input_tokens": 14472, + "cached_input_tokens": 12032, + "output_tokens": 238, + "total_tokens": 14710, + "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": 12367.64, + "sql_execution_elapsed_ms_total": 4.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a9b23c31531bf25be0fb50c817f87f7bcbce6be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7293, "bytes_utf8": 7293, "lines": 231, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14519, "cached_input_tokens": 13696, "output_tokens": 426, "reasoning_output_tokens": 313}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bd66b5a29d593a969ff6b0f61bed712c48236b67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3d666940b41faead", + "api_calls": 0, + "input_tokens": 14519, + "cached_input_tokens": 13696, + "output_tokens": 426, + "total_tokens": 14945, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10171.14, + "sql_execution_elapsed_ms_total": 5.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3db06f79d1c22e4bb84751ad8b4f7a7e534ec218 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/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": "2026-05-19T15:59:00.812375+00:00", + "ended_at": "2026-05-19T15:59:10.983546+00:00", + "elapsed_ms": 10171.14, + "prompt_metrics": { + "chars": 7293, + "bytes_utf8": 7293, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 759, + "bytes_utf8": 759, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 392, + "bytes_utf8": 392, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14519, + "cached_input_tokens": 13696, + "output_tokens": 426, + "reasoning_output_tokens": 313 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d57c37deac90f3707628fda282d03aa882d669ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "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": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58f40a748eb731eda82addd75136385be16bf1f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-41ed-7950-9077-3f4d6fe68b75"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", computing the proportion of rows in each target group where \\\"g\\\" equals 'g'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14519,"cached_input_tokens":13696,"output_tokens":426,"reasoning_output_tokens":313}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b43f7177b93fbbe1e1ff7789e4bd695be3e2ee4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the required Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", computing the proportion of rows in each target group where \"g\" equals 'g'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9afc1361ba5e85963f756c6190c15d27c4e15fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/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=g, measure_col=40.092. +Result preview: [{"g": "h", "81.8828": "201.982", "total_measure": 179.7404, "share_within_group": 0.06110018714934798}, {"g": "h", "81.8828": "135.2", "total_measure": 175.5336, "share_within_group": 0.059670145448651436}, {"g": "h", "81.8828": "222.986", "total_measure": 173.7624, "share_within_group": 0.0590680512534737}, {"g": "h", "81.8828": "260.973", "total_measure": 172.5304, "share_within_group": 0.058649250413106147}, {"g": "h", "81.8828": "76.655", "total_measure": 171.0554, "share_within_group": 0.0581478451862051}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..029a69e6b7f14ca456f2a686fab9196c3b52eb73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/generated_sql.sql @@ -0,0 +1,27 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_3e373d4305aa806c +-- problem_id: v2p_n11_3554ae89c4867fbc +-- realization_mode: agent +-- source_kind: agent +SELECT + t."g", + t."81.8828", + t.total_measure, + t.total_measure * 100.0 / SUM(t.total_measure) OVER (PARTITION BY t."g") AS share_within_group +FROM ( + SELECT + "g", + "81.8828", + SUM(CAST("40.092" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g", "81.8828" +) AS t +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4c367a561cf2bb2eeb41c5c642f3f7b714df343 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/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 t.\"g\",\n t.\"81.8828\",\n t.total_measure,\n t.total_measure * 100.0 / SUM(t.total_measure) OVER (PARTITION BY t.\"g\") AS share_within_group\nFROM (\n SELECT\n \"g\",\n \"81.8828\",\n SUM(CAST(\"40.092\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\", \"81.8828\"\n) AS t\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n t.\\\"g\\\",\\n t.\\\"81.8828\\\",\\n t.total_measure,\\n t.total_measure * 100.0 / SUM(t.total_measure) OVER (PARTITION BY t.\\\"g\\\") AS share_within_group\\nFROM (\\n SELECT\\n \\\"g\\\",\\n \\\"81.8828\\\",\\n SUM(CAST(\\\"40.092\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\", \\\"81.8828\\\"\\n) AS t\\nORDER BY share_within_group DESC;\", \"columns\": [\"g\", \"81.8828\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"h\", \"81.8828\": \"201.982\", \"total_measure\": 179.7404, \"share_within_group\": 0.06110018714934798}, {\"g\": \"h\", \"81.8828\": \"135.2\", \"total_measure\": 175.5336, \"share_within_group\": 0.059670145448651436}, {\"g\": \"h\", \"81.8828\": \"222.986\", \"total_measure\": 173.7624, \"share_within_group\": 0.0590680512534737}, {\"g\": \"h\", \"81.8828\": \"260.973\", \"total_measure\": 172.5304, \"share_within_group\": 0.058649250413106147}, {\"g\": \"h\", \"81.8828\": \"76.655\", \"total_measure\": 171.0554, \"share_within_group\": 0.0581478451862051}, {\"g\": \"h\", \"81.8828\": \"214.862\", \"total_measure\": 164.9592, \"share_within_group\": 0.05607552888502932}, {\"g\": \"h\", \"81.8828\": \"154.153\", \"total_measure\": 162.7236, \"share_within_group\": 0.055315568528920826}, {\"g\": \"h\", \"81.8828\": \"343.346\", \"total_measure\": 161.6586, \"share_within_group\": 0.0549535369583109}, {\"g\": \"h\", \"81.8828\": \"185.495\", \"total_measure\": 159.544, \"share_within_group\": 0.05423470882759566}, {\"g\": \"h\", \"81.8828\": \"227.191\", \"total_measure\": 159.3324, \"share_within_group\": 0.05416277842351954}, {\"g\": \"h\", \"81.8828\": \"203.767\", \"total_measure\": 159.0462, \"share_within_group\": 0.05406548881271338}, {\"g\": \"h\", \"81.8828\": \"32.3245\", \"total_measure\": 156.5536, \"share_within_group\": 0.05321816496961263}, {\"g\": \"g\", \"81.8828\": \"111.015\", \"total_measure\": 121.79820000000001, \"share_within_group\": 0.052588077747447746}, {\"g\": \"g\", \"81.8828\": \"165.33\", \"total_measure\": 121.79560000000001, \"share_within_group\": 0.05258695516105367}, {\"g\": \"h\", \"81.8828\": \"348.978\", \"total_measure\": 152.226, \"share_within_group\": 0.05174705903067226}, {\"g\": \"h\", \"81.8828\": \"239.6796\", \"total_measure\": 152.13569999999999, \"share_within_group\": 0.0517163628327135}, {\"g\": \"h\", \"81.8828\": \"222.591\", \"total_measure\": 151.148, \"share_within_group\": 0.05138060829535067}, {\"g\": \"h\", \"81.8828\": \"337.488\", \"total_measure\": 149.529, \"share_within_group\": 0.05083025232087418}, {\"g\": \"h\", \"81.8828\": \"229.296\", \"total_measure\": 149.418, \"share_within_group\": 0.050792519452951455}, {\"g\": \"h\", \"81.8828\": \"159.135\", \"total_measure\": 148.384, \"share_within_group\": 0.050441025890500125}, {\"g\": \"g\", \"81.8828\": \"203.782\", \"total_measure\": 116.74080000000001, \"share_within_group\": 0.05040447450536418}, {\"g\": \"g\", \"81.8828\": \"135.144\", \"total_measure\": 116.698, \"share_within_group\": 0.05038599500626164}, {\"g\": \"h\", \"81.8828\": \"220.908\", \"total_measure\": 148.19920000000002, \"share_within_group\": 0.05037820576444501}, {\"g\": \"h\", \"81.8828\": \"340.516\", \"total_measure\": 147.2608, \"share_within_group\": 0.0500592100594118}, {\"g\": \"g\", \"81.8828\": \"194.225\", \"total_measure\": 113.3428, \"share_within_group\": 0.048937340441101915}, {\"g\": \"h\", \"81.8828\": \"249.632\", \"total_measure\": 142.1876, \"share_within_group\": 0.048334648027469784}, {\"g\": \"h\", \"81.8828\": \"158.703\", \"total_measure\": 142.146, \"share_within_group\": 0.04832050670039244}, {\"g\": \"h\", \"81.8828\": \"163.26\", \"total_measure\": 142.066, \"share_within_group\": 0.048293311840628315}, {\"g\": \"h\", \"81.8828\": \"219.649\", \"total_measure\": 141.32229999999998, \"share_within_group\": 0.04804050162554605}, {\"g\": \"h\", \"81.8828\": \"397.574\", \"total_measure\": 136.0986, \"share_within_group\": 0.04626477926367278}, {\"g\": \"h\", \"81.8828\": \"191.605\", \"total_measure\": 135.0562, \"share_within_group\": 0.045910430240946216}, {\"g\": \"h\", \"81.8828\": \"365.016\", \"total_measure\": 134.632, \"share_within_group\": 0.045766229497046944}, {\"g\": \"h\", \"81.8828\": \"142.836\", \"total_measure\": 134.281, \"share_within_group\": 0.045646912049831845}, {\"g\": \"h\", \"81.8828\": \"184.39\", \"total_measure\": 132.8577, \"share_within_group\": 0.04516308150105334}, {\"g\": \"g\", \"81.8828\": \"165.809\", \"total_measure\": 103.2907, \"share_within_group\": 0.04459720555959202}, {\"g\": \"h\", \"81.8828\": \"384.243\", \"total_measure\": 130.9352, \"share_within_group\": 0.0445095550273467}, {\"g\": \"h\", \"81.8828\": \"227.107\", \"total_measure\": 129.866, \"share_within_group\": 0.04414609572659917}, {\"g\": \"h\", \"81.8828\": \"182.98\", \"total_measure\": 129.74, \"share_within_group\": 0.044103263822470665}, {\"g\": \"h\", \"81.8828\": \"166.183\", \"total_measure\": 129.038, \"share_within_group\": 0.04386462892804047}, {\"g\": \"g\", \"81.8828\": \"101.397\", \"total_measure\": 101.3297, \"share_within_group\": 0.04375051636005751}, {\"g\": \"g\", \"81.8828\": \"118.054\", \"total_measure\": 100.369, \"share_within_group\": 0.04333572068744515}, {\"g\": \"h\", \"81.8828\": \"243.501\", \"total_measure\": 126.172, \"share_within_group\": 0.04289037307699066}, {\"g\": \"g\", \"81.8828\": \"200.751\", \"total_measure\": 98.1523, \"share_within_group\": 0.0423786294336929}, {\"g\": \"h\", \"81.8828\": \"62.5245\", \"total_measure\": 124.5, \"share_within_group\": 0.04232200050792044}, {\"g\": \"h\", \"81.8828\": \"130.388\", \"total_measure\": 124.4135, \"share_within_group\": 0.04229259606580048}, {\"g\": \"h\", \"81.8828\": \"189.644\", \"total_measure\": 124.19800000000001, \"share_within_group\": 0.04221933991231087}, {\"g\": \"g\", \"81.8828\": \"130.985\", \"total_measure\": 97.4653, \"share_within_group\": 0.04208200756725731}, {\"g\": \"h\", \"81.8828\": \"210.061\", \"total_measure\": 122.978, \"share_within_group\": 0.041804618300907946}, {\"g\": \"h\", \"81.8828\": \"159.84\", \"total_measure\": 122.908, \"share_within_group\": 0.04178082279861434}, {\"g\": \"h\", \"81.8828\": \"303.25\", \"total_measure\": 122.1344, \"share_within_group\": 0.04151784850469525}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 61.65}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..693ed2e53e12de5b4c2500c21f1e3730c454a2ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:35:14.720687+00:00", + "ended_at": "2026-05-19T15:35:29.123740+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3e373d4305aa806c", + "problem_id": "v2p_n11_3554ae89c4867fbc", + "dataset_id": "n11", + "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=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "item_col": "81.8828", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3e373d4305aa806c.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3e373d4305aa806c", + "api_calls": 0, + "input_tokens": 14583, + "cached_input_tokens": 12032, + "output_tokens": 713, + "total_tokens": 15296, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14337.13, + "sql_execution_elapsed_ms_total": 61.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fbda7cb8971a356c5b1484c4673615c32544399 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:29.060059+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": 14337.13, "started_at": "2026-05-19T15:35:14.722206+00:00", "ended_at": "2026-05-19T15:35:29.059360+00:00", "prompt_metrics": {"chars": 7472, "bytes_utf8": 7472, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 632, "bytes_utf8": 632, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14583, "cached_input_tokens": 12032, "output_tokens": 713, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n t.\\\"g\\\",\\n t.\\\"81.8828\\\",\\n t.total_measure,\\n t.total_measure * 100.0 / SUM(t.total_measure) OVER (PARTITION BY t.\\\"g\\\") AS share_within_group\\nFROM (\\n SELECT\\n \\\"g\\\",\\n \\\"81.8828\\\",\\n SUM(CAST(\\\"40.092\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\", \\\"81.8828\\\"\\n) AS t\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"81.8828\\\", and measure_col=\\\"40.092\\\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fbeb44dc4ad75797e1b7947066d6b5bc8896de9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3e373d4305aa806c", + "api_calls": 0, + "input_tokens": 14583, + "cached_input_tokens": 12032, + "output_tokens": 713, + "total_tokens": 15296, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14337.13, + "sql_execution_elapsed_ms_total": 61.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ede95fd511c1d59/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ede95fd511c1d59/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cafbbc8518edb5e99cc43d85838b77463b432ec0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ede95fd511c1d59/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:00:13.730638+00:00", + "ended_at": "2026-05-19T16:00:21.205649+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3ede95fd511c1d59", + "problem_id": "v2p_n11_c5072d830a0840c2", + "dataset_id": "n11", + "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=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ede95fd511c1d59/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ede95fd511c1d59/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2cb8564709c6ce4437c78464eb8b6ab075080350 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ede95fd511c1d59/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:00:17.058300+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3323.65, "started_at": "2026-05-19T16:00:13.733129+00:00", "ended_at": "2026-05-19T16:00:17.056809+00:00", "prompt_metrics": {"chars": 7304, "bytes_utf8": 7304, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f7-5ebf-7ac3-8c56-61917142fce5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:00:21.205516+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3145.04, "started_at": "2026-05-19T16:00:18.059382+00:00", "ended_at": "2026-05-19T16:00:21.204461+00:00", "prompt_metrics": {"chars": 7304, "bytes_utf8": 7304, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f7-6f8e-7fa1-8711-ed896286ec11\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b52507f7802460616c611e496db0746ae3054da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7014, "bytes_utf8": 7014, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7014, "bytes_utf8": 7014, "lines": 226, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14457, "cached_input_tokens": 12032, "output_tokens": 455, "reasoning_output_tokens": 350}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..13b2241c5c7b1cc13949894adaed85bfd1017b84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3ef720f8bf3788bc", + "api_calls": 0, + "input_tokens": 14457, + "cached_input_tokens": 12032, + "output_tokens": 455, + "total_tokens": 14912, + "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": 14440.99, + "sql_execution_elapsed_ms_total": 5.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..583b7cfcec3c6e900bb84337708956f4ba3e8e0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/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": "2026-05-19T16:01:20.930373+00:00", + "ended_at": "2026-05-19T16:01:24.314768+00:00", + "elapsed_ms": 3384.37, + "returncode": 1, + "prompt_metrics": { + "chars": 7014, + "bytes_utf8": 7014, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..516a9a6d07dd3674bc210c27b0615e2d729bc16a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/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": "2026-05-19T16:01:25.317510+00:00", + "ended_at": "2026-05-19T16:01:36.374175+00:00", + "elapsed_ms": 11056.62, + "prompt_metrics": { + "chars": 7014, + "bytes_utf8": 7014, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 689, + "bytes_utf8": 689, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 345, + "bytes_utf8": 345, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14457, + "cached_input_tokens": 12032, + "output_tokens": 455, + "reasoning_output_tokens": 350 + } + }, + "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_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c68d3f1396cccc68e6a1141b4c51694c0f89a1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "0.3918", + "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": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c68d3f1396cccc68e6a1141b4c51694c0f89a1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "0.3918", + "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": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db5053bbc79d37f655af2b08bc9d2e9ceba60226 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-6527-7311-97f0-abe5e7821c7e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b0355107aa3bcedd2c375d14ec8be04dc872136 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-6527-7311-97f0-abe5e7821c7e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd0509ea6a500682e50a20a3f2290521ca974f97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-763e-7f33-bb02-0b78c2ffcc49"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"0.3918\\\" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n11\\\";\",\"notes\":\"Applied the provided Threshold Rarity CDF template on measure column \\\"0.3918\\\" with threshold 0.5037, casting from TEXT to REAL for SQLite numeric comparison.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14457,"cached_input_tokens":12032,"output_tokens":455,"reasoning_output_tokens":350}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..25655fcb94c15962c9a3f2af6dd5bb52cb00ac11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"0.3918\" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n11\";","notes":"Applied the provided Threshold Rarity CDF template on measure column \"0.3918\" with threshold 0.5037, casting from TEXT to REAL for SQLite numeric comparison."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1a9c47b684938ab0a700b03d3eef41df2015225 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/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=g, measure_col=27.7004. +Result preview: [{"g": "g", "total_measure": 39886.705}, {"g": "h", "total_measure": -122304.1983}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e7e639454a0614306705c3eee22a814a50693478 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_3f1a8cf6bd1d1203 +-- problem_id: v2p_n11_9d27e81a6df49ff0 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("27.7004" AS REAL)) AS "total_measure" +FROM "n11" +GROUP BY "g" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96db25a7a8aace0365ab9e9b14290094e50dbe9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/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 \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS \"total_measure\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 39886.705}, {\"g\": \"h\", \"total_measure\": -122304.1983}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.8}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fe9d69f38c90fb59dbc5a78603510761195172cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:30:00.559205+00:00", + "ended_at": "2026-05-19T15:30:11.327823+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3f1a8cf6bd1d1203", + "problem_id": "v2p_n11_9d27e81a6df49ff0", + "dataset_id": "n11", + "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=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "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": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3f1a8cf6bd1d1203.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3f1a8cf6bd1d1203", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 13696, + "output_tokens": 301, + "total_tokens": 14766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10751.33, + "sql_execution_elapsed_ms_total": 12.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22175b207a30264b8c081849a1434eb954fa3c8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:11.312927+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": 10751.33, "started_at": "2026-05-19T15:30:00.560753+00:00", "ended_at": "2026-05-19T15:30:11.312109+00:00", "prompt_metrics": {"chars": 7071, "bytes_utf8": 7071, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 343, "bytes_utf8": 343, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 13696, "output_tokens": 301, "reasoning_output_tokens": 198}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the provided grouped-sum template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..04eab7960c734492fa2795ef71bbb70b1875674e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3f1a8cf6bd1d1203", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 13696, + "output_tokens": 301, + "total_tokens": 14766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10751.33, + "sql_execution_elapsed_ms_total": 12.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c3b66a4addd94c8a44e3c916ed2da4ced896f5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/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=0.3918. +Result preview: [{"0.3918": 0.893}, {"0.3918": 0.8912}, {"0.3918": 0.8889}, {"0.3918": 0.8846}, {"0.3918": 0.8786}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca3fae9c333b06a88be0ec3bdd33309dfe21e10c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_3fa11a9cdaf5cdf9 +-- problem_id: v2p_n11_0e32a6046b3c8a42 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT + CAST("0.3918" AS REAL) AS "0.3918", + NTILE(10) OVER (ORDER BY CAST("0.3918" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "0.3918" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "0.3918" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02d6afe6c42dd04060202046560303c07f67d11e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/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(\"0.3918\" AS REAL) AS \"0.3918\",\n NTILE(10) OVER (ORDER BY CAST(\"0.3918\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"0.3918\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"0.3918\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n CAST(\\\"0.3918\\\" AS REAL) AS \\\"0.3918\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"0.3918\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"0.3918\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"0.3918\\\" DESC;\", \"columns\": [\"0.3918\"], \"rows\": [{\"0.3918\": 0.893}, {\"0.3918\": 0.8912}, {\"0.3918\": 0.8889}, {\"0.3918\": 0.8846}, {\"0.3918\": 0.8786}, {\"0.3918\": 0.8778}, {\"0.3918\": 0.8772}, {\"0.3918\": 0.8757}, {\"0.3918\": 0.8745}, {\"0.3918\": 0.8743}, {\"0.3918\": 0.8703}, {\"0.3918\": 0.8676}, {\"0.3918\": 0.8668}, {\"0.3918\": 0.865}, {\"0.3918\": 0.8646}, {\"0.3918\": 0.8621}, {\"0.3918\": 0.8617}, {\"0.3918\": 0.8615}, {\"0.3918\": 0.859}, {\"0.3918\": 0.8585}, {\"0.3918\": 0.8576}, {\"0.3918\": 0.8571}, {\"0.3918\": 0.8565}, {\"0.3918\": 0.8535}, {\"0.3918\": 0.8533}, {\"0.3918\": 0.8521}, {\"0.3918\": 0.8517}, {\"0.3918\": 0.8515}, {\"0.3918\": 0.8511}, {\"0.3918\": 0.8507}, {\"0.3918\": 0.8499}, {\"0.3918\": 0.8495}, {\"0.3918\": 0.8484}, {\"0.3918\": 0.8483}, {\"0.3918\": 0.8475}, {\"0.3918\": 0.847}, {\"0.3918\": 0.847}, {\"0.3918\": 0.8468}, {\"0.3918\": 0.8467}, {\"0.3918\": 0.8463}, {\"0.3918\": 0.8463}, {\"0.3918\": 0.8456}, {\"0.3918\": 0.8451}, {\"0.3918\": 0.8444}, {\"0.3918\": 0.8443}, {\"0.3918\": 0.8442}, {\"0.3918\": 0.8435}, {\"0.3918\": 0.8427}, {\"0.3918\": 0.8416}, {\"0.3918\": 0.8413}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 39.93}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..739be9ff89bcc6ef443f62c93fb6e1e7989ddfe9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:42:59.316138+00:00", + "ended_at": "2026-05-19T15:43:36.147187+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3fa11a9cdaf5cdf9", + "problem_id": "v2p_n11_0e32a6046b3c8a42", + "dataset_id": "n11", + "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=0.3918.", + "bindings": { + "measure_col": "0.3918", + "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": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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_b/n11/sql/v2q_n11_3fa11a9cdaf5cdf9.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3fa11a9cdaf5cdf9", + "api_calls": 0, + "input_tokens": 14521, + "cached_input_tokens": 12032, + "output_tokens": 1189, + "total_tokens": 15710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36786.73, + "sql_execution_elapsed_ms_total": 39.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96be11085a4f67023c53445f6832b531c50f1da2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:43:36.105580+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": 36786.73, "started_at": "2026-05-19T15:42:59.317881+00:00", "ended_at": "2026-05-19T15:43:36.104643+00:00", "prompt_metrics": {"chars": 7248, "bytes_utf8": 7248, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14521, "cached_input_tokens": 12032, "output_tokens": 1189, "reasoning_output_tokens": 1034}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n CAST(\\\"0.3918\\\" AS REAL) AS \\\"0.3918\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"0.3918\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"0.3918\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"0.3918\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"0.3918\\\" and num_tiles=10. The column is cast to REAL because the schema stores numeric feature values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d3a8076e00c69d164b7ed96a887ce730e5529bb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3fa11a9cdaf5cdf9", + "api_calls": 0, + "input_tokens": 14521, + "cached_input_tokens": 12032, + "output_tokens": 1189, + "total_tokens": 15710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36786.73, + "sql_execution_elapsed_ms_total": 39.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1262b56137d8bb809fb066f1c1e981dc59f20a0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 501, "bytes_utf8": 501, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14475, "cached_input_tokens": 13696, "output_tokens": 466, "reasoning_output_tokens": 332}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..32ba76811ad56415367680badc6e2852c2540d0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3fb033e5be736bb7", + "api_calls": 0, + "input_tokens": 14475, + "cached_input_tokens": 13696, + "output_tokens": 466, + "total_tokens": 14941, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10606.14, + "sql_execution_elapsed_ms_total": 66.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af5c493f6d047dd7a462e879e0bf80b260dbcb5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/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": "2026-05-19T15:39:31.207243+00:00", + "ended_at": "2026-05-19T15:39:41.813427+00:00", + "elapsed_ms": 10606.14, + "prompt_metrics": { + "chars": 7151, + "bytes_utf8": 7151, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 865, + "bytes_utf8": 865, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 501, + "bytes_utf8": 501, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14475, + "cached_input_tokens": 13696, + "output_tokens": 466, + "reasoning_output_tokens": 332 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05bb0c361d46286c4b56cfcc5b635a17edec135a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "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": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23464cbe5f82bc8c7a0deb96cf4e7540f063da45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-6906-7822-8781-148243b0b443"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"40.092\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL\\n AND \\\"40.092\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\",\"notes\":\"Uses the requested Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT; NULLs are filtered for a more stable slice-level view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14475,"cached_input_tokens":13696,"output_tokens":466,"reasoning_output_tokens":332}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b796bce3b7cf5400f284ad1e0df20d8223129ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"40.092\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nWHERE \"g\" IS NOT NULL\n AND \"40.092\" IS NOT NULL\nORDER BY avg_measure DESC;","notes":"Uses the requested Window Partition Average template with group_col=\"g\" and measure_col=\"40.092\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT; NULLs are filtered for a more stable slice-level view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..636806bfc5ca5f1e7cd872833337a5e45efc294f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/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=g, measure_col=40.092. +Result preview: [{"g": "h", "group_value": 294173.2397}, {"g": "g", "group_value": 231608.0093}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..61d5545a8c94b002b841e2f743b228ddd2762203 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_41f2a6276ab10253 +-- problem_id: v2p_n11_98b13a7b377bfb7d +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("40.092" AS REAL)) AS group_value + FROM "n11" + GROUP BY "g" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."g", 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_b/n11/artifacts/v2q_n11_41f2a6276ab10253/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..051995285013cc62c9d8074ce5a668b9112392fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/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 \"g\", SUM(CAST(\"40.092\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", 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 \\\"g\\\", SUM(CAST(\\\"40.092\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"h\", \"group_value\": 294173.2397}, {\"g\": \"g\", \"group_value\": 231608.0093}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.88}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cb988072f9fb479863c93aef05adb82c62420b5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:47:26.122247+00:00", + "ended_at": "2026-05-19T15:47:37.338219+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_41f2a6276ab10253", + "problem_id": "v2p_n11_98b13a7b377bfb7d", + "dataset_id": "n11", + "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=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "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": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_41f2a6276ab10253.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_41f2a6276ab10253", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 507, + "total_tokens": 15108, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11188.51, + "sql_execution_elapsed_ms_total": 20.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b6dbf14a8cd648c517a952f310db818a30c8a12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:37.314060+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": 11188.51, "started_at": "2026-05-19T15:47:26.124287+00:00", "ended_at": "2026-05-19T15:47:37.312846+00:00", "prompt_metrics": {"chars": 7623, "bytes_utf8": 7623, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 571, "bytes_utf8": 571, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 13696, "output_tokens": 507, "reasoning_output_tokens": 345}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"40.092\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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 template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". The measure column is cast from TEXT to REAL so SQLite can aggregate it numerically.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7a5ca0ed3877f5df465760f02c5f3e8c2b96704c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_41f2a6276ab10253", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 507, + "total_tokens": 15108, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11188.51, + "sql_execution_elapsed_ms_total": 20.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3b68b8632337d4174fec95bf0be8344628cb0164 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:01:57.042900+00:00", + "ended_at": "2026-05-19T16:02:04.397155+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_4212ff21bb1f7c9c", + "problem_id": "v2p_n11_6b7965c2513b6d57", + "dataset_id": "n11", + "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=g.", + "bindings": { + "group_col": "g", + "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": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7aa54c78400d4141888c20699e33e95ad8f17e7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:02:00.198130+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3152.78, "started_at": "2026-05-19T16:01:57.044608+00:00", "ended_at": "2026-05-19T16:02:00.197419+00:00", "prompt_metrics": {"chars": 7059, "bytes_utf8": 7059, "lines": 226, "estimated_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-f244-7093-aad7-ace2f2dd1969\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:02:04.397068+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3196.84, "started_at": "2026-05-19T16:02:01.199485+00:00", "ended_at": "2026-05-19T16:02:04.396371+00:00", "prompt_metrics": {"chars": 7059, "bytes_utf8": 7059, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-0275-74f2-8fce-502fe3b1d6a8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e9c06c8839c9ead0934cd566eaa4f46067e3ef6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7061, "bytes_utf8": 7061, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 288, "bytes_utf8": 288, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14471, "cached_input_tokens": 13696, "output_tokens": 213, "reasoning_output_tokens": 124}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..45c7a7b1ba1aeacfa69de7205af1f63d4c8b94e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_428682ba2a6bf8e4", + "api_calls": 0, + "input_tokens": 14471, + "cached_input_tokens": 13696, + "output_tokens": 213, + "total_tokens": 14684, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7059.81, + "sql_execution_elapsed_ms_total": 5.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..06c45e351df2c1ee724a426b49da701263bb3917 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/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": "2026-05-19T16:02:25.715509+00:00", + "ended_at": "2026-05-19T16:02:32.775346+00:00", + "elapsed_ms": 7059.81, + "prompt_metrics": { + "chars": 7061, + "bytes_utf8": 7061, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 641, + "bytes_utf8": 641, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 288, + "bytes_utf8": 288, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14471, + "cached_input_tokens": 13696, + "output_tokens": 213, + "reasoning_output_tokens": 124 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0152ed5b65b36bf56249e04db18fe27ceaa90c7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "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": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5d1f2b3b207ed0bfe9632acf731574265fb5763 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-626f-7b60-bf76-28c2b091f17e"} +{"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 \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 16;\",\"notes\":\"Uses the provided Low-Support Group Count template with group_col bound to \\\"g\\\" and top_k set to 16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14471,"cached_input_tokens":13696,"output_tokens":213,"reasoning_output_tokens":124}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d453ac5c7e9c823c72f9c94008cd330a001cbab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"g\",\n COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY support ASC, \"g\"\nLIMIT 16;","notes":"Uses the provided Low-Support Group Count template with group_col bound to \"g\" and top_k set to 16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..06867f55f10de4aba8c9ba11d86547abbf95623e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/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=g, measure_col=22.011. +Result preview: [{"g": "h", "-8.2027": "-59.7038", "total_measure": -376.064, "share_within_group": 1.9741499556146453}, {"g": "h", "-8.2027": "-60.5164", "total_measure": -331.78, "share_within_group": 1.7416808635599976}, {"g": "h", "-8.2027": "-67.308", "total_measure": -324.654, "share_within_group": 1.704272888896882}, {"g": "h", "-8.2027": "-21.2584", "total_measure": -318.708, "share_within_group": 1.6730593304704315}, {"g": "h", "-8.2027": "101.9497", "total_measure": -318.3002, "share_within_group": 1.6709185822150823}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d8f2ea5f17670e123d4c9238fa608ed4c716bf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_42e5fd0ab1e1a16f +-- problem_id: v2p_n11_7091473a4c764e57 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", "-8.2027", + SUM(CAST("22.011" AS REAL)) AS total_measure, + SUM(CAST("22.011" AS REAL)) * 100.0 / SUM(SUM(CAST("22.011" AS REAL))) OVER (PARTITION BY "g") AS share_within_group +FROM "n11" +GROUP BY "g", "-8.2027" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84888031feb31dc3c51871b508ac8443aceb24fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/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 \"g\", \"-8.2027\",\n SUM(CAST(\"22.011\" AS REAL)) AS total_measure,\n SUM(CAST(\"22.011\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"22.011\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"-8.2027\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"-8.2027\\\",\\n SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"22.011\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"22.011\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"-8.2027\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"g\", \"-8.2027\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"h\", \"-8.2027\": \"-59.7038\", \"total_measure\": -376.064, \"share_within_group\": 1.9741499556146453}, {\"g\": \"h\", \"-8.2027\": \"-60.5164\", \"total_measure\": -331.78, \"share_within_group\": 1.7416808635599976}, {\"g\": \"h\", \"-8.2027\": \"-67.308\", \"total_measure\": -324.654, \"share_within_group\": 1.704272888896882}, {\"g\": \"h\", \"-8.2027\": \"-21.2584\", \"total_measure\": -318.708, \"share_within_group\": 1.6730593304704315}, {\"g\": \"h\", \"-8.2027\": \"101.9497\", \"total_measure\": -318.3002, \"share_within_group\": 1.6709185822150823}, {\"g\": \"h\", \"-8.2027\": \"36.8241\", \"total_measure\": -297.1717, \"share_within_group\": 1.5600044097944197}, {\"g\": \"h\", \"-8.2027\": \"20.7527\", \"total_measure\": -293.1762, \"share_within_group\": 1.5390300114269655}, {\"g\": \"h\", \"-8.2027\": \"49.9055\", \"total_measure\": -287.5067, \"share_within_group\": 1.5092679412119032}, {\"g\": \"h\", \"-8.2027\": \"42.0901\", \"total_measure\": -287.3636, \"share_within_group\": 1.5085167370055752}, {\"g\": \"h\", \"-8.2027\": \"40.4617\", \"total_measure\": -284.7038, \"share_within_group\": 1.494554102847709}, {\"g\": \"h\", \"-8.2027\": \"-64.3965\", \"total_measure\": -281.9541, \"share_within_group\": 1.4801195381646934}, {\"g\": \"h\", \"-8.2027\": \"83.6705\", \"total_measure\": -281.844, \"share_within_group\": 1.4795415676327806}, {\"g\": \"h\", \"-8.2027\": \"31.6361\", \"total_measure\": -281.435, \"share_within_group\": 1.4773945199710892}, {\"g\": \"h\", \"-8.2027\": \"-110.456\", \"total_measure\": -280.656, \"share_within_group\": 1.4733051553538332}, {\"g\": \"h\", \"-8.2027\": \"34.0155\", \"total_measure\": -279.352, \"share_within_group\": 1.4664598004617893}, {\"g\": \"h\", \"-8.2027\": \"52.3232\", \"total_measure\": -275.0622, \"share_within_group\": 1.4439404726888687}, {\"g\": \"h\", \"-8.2027\": \"62.5439\", \"total_measure\": -274.9632, \"share_within_group\": 1.4434207716656227}, {\"g\": \"h\", \"-8.2027\": \"55.9615\", \"total_measure\": -274.828, \"share_within_group\": 1.4427110385510489}, {\"g\": \"h\", \"-8.2027\": \"-36.523\", \"total_measure\": -270.936, \"share_within_group\": 1.4222799639806243}, {\"g\": \"h\", \"-8.2027\": \"38.676\", \"total_measure\": -270.639, \"share_within_group\": 1.4207208609108875}, {\"g\": \"h\", \"-8.2027\": \"-56.3723\", \"total_measure\": -270.6169, \"share_within_group\": 1.420604846844082}, {\"g\": \"h\", \"-8.2027\": \"-37.1715\", \"total_measure\": -270.1926, \"share_within_group\": 1.4183774817515253}, {\"g\": \"h\", \"-8.2027\": \"-31.6143\", \"total_measure\": -269.333, \"share_within_group\": 1.4138650070082732}, {\"g\": \"h\", \"-8.2027\": \"87.1154\", \"total_measure\": -269.2064, \"share_within_group\": 1.4132004196391528}, {\"g\": \"h\", \"-8.2027\": \"-54.4777\", \"total_measure\": -267.005, \"share_within_group\": 1.4016441587040727}, {\"g\": \"h\", \"-8.2027\": \"-14.5593\", \"total_measure\": -264.278, \"share_within_group\": 1.3873287577910336}, {\"g\": \"h\", \"-8.2027\": \"-97.7706\", \"total_measure\": -264.2232, \"share_within_group\": 1.3870410849013988}, {\"g\": \"h\", \"-8.2027\": \"-20.2995\", \"total_measure\": -261.873, \"share_within_group\": 1.3747036975798639}, {\"g\": \"h\", \"-8.2027\": \"-61.11\", \"total_measure\": -258.154, \"share_within_group\": 1.355180787423798}, {\"g\": \"h\", \"-8.2027\": \"16.2713\", \"total_measure\": -257.6876, \"share_within_group\": 1.3527324181587295}, {\"g\": \"h\", \"-8.2027\": \"-71.5425\", \"total_measure\": -257.29, \"share_within_group\": 1.3506452148572905}, {\"g\": \"h\", \"-8.2027\": \"-35.9185\", \"total_measure\": -256.075, \"share_within_group\": 1.3442670659356393}, {\"g\": \"h\", \"-8.2027\": \"78.1447\", \"total_measure\": -256.06, \"share_within_group\": 1.3441883233563596}, {\"g\": \"h\", \"-8.2027\": \"76.0227\", \"total_measure\": -255.652, \"share_within_group\": 1.3420465251999532}, {\"g\": \"h\", \"-8.2027\": \"-61.0442\", \"total_measure\": -254.512, \"share_within_group\": 1.3360620891747006}, {\"g\": \"h\", \"-8.2027\": \"-45.4798\", \"total_measure\": -254.47, \"share_within_group\": 1.3358416099527175}, {\"g\": \"h\", \"-8.2027\": \"37.1693\", \"total_measure\": -252.676, \"share_within_group\": 1.3264239974708723}, {\"g\": \"h\", \"-8.2027\": \"-42.4076\", \"total_measure\": -252.576, \"share_within_group\": 1.3258990469423413}, {\"g\": \"h\", \"-8.2027\": \"-49.1582\", \"total_measure\": -250.3647, \"share_within_group\": 1.3142908159049365}, {\"g\": \"h\", \"-8.2027\": \"42.2985\", \"total_measure\": -248.5843, \"share_within_group\": 1.3049445966949713}, {\"g\": \"h\", \"-8.2027\": \"35.3567\", \"total_measure\": -247.7792, \"share_within_group\": 1.3007182199897687}, {\"g\": \"h\", \"-8.2027\": \"-38.16\", \"total_measure\": -246.5407, \"share_within_group\": 1.2942167076939126}, {\"g\": \"h\", \"-8.2027\": \"-85.3807\", \"total_measure\": -246.396, \"share_within_group\": 1.2934571042791283}, {\"g\": \"h\", \"-8.2027\": \"55.4617\", \"total_measure\": -246.2301, \"share_within_group\": 1.2925862113522955}, {\"g\": \"h\", \"-8.2027\": \"86.856\", \"total_measure\": -244.8445, \"share_within_group\": 1.2853124968289706}, {\"g\": \"h\", \"-8.2027\": \"-40.4482\", \"total_measure\": -244.128, \"share_within_group\": 1.2815512262920463}, {\"g\": \"h\", \"-8.2027\": \"12.5444\", \"total_measure\": -243.757, \"share_within_group\": 1.2796036598311966}, {\"g\": \"h\", \"-8.2027\": \"19.1703\", \"total_measure\": -243.276, \"share_within_group\": 1.2770786477889626}, {\"g\": \"h\", \"-8.2027\": \"-33.2692\", \"total_measure\": -243.154, \"share_within_group\": 1.276438208144155}, {\"g\": \"h\", \"-8.2027\": \"35.1782\", \"total_measure\": -242.5189, \"share_within_group\": 1.2731042473374548}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 69.67}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..212d335e0b646e57dc28bdc987b4e3e73c222fda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:34:17.481965+00:00", + "ended_at": "2026-05-19T15:34:31.724535+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_42e5fd0ab1e1a16f", + "problem_id": "v2p_n11_7091473a4c764e57", + "dataset_id": "n11", + "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=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "item_col": "-8.2027", + "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": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_42e5fd0ab1e1a16f.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_42e5fd0ab1e1a16f", + "api_calls": 0, + "input_tokens": 14583, + "cached_input_tokens": 13696, + "output_tokens": 527, + "total_tokens": 15110, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14167.89, + "sql_execution_elapsed_ms_total": 69.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1af700c06776192eda0677485e04aa240a636dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:31.652864+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": 14167.89, "started_at": "2026-05-19T15:34:17.483743+00:00", "ended_at": "2026-05-19T15:34:31.651672+00:00", "prompt_metrics": {"chars": 7473, "bytes_utf8": 7473, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14583, "cached_input_tokens": 13696, "output_tokens": 527, "reasoning_output_tokens": 357}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"-8.2027\\\",\\n SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"22.011\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"22.011\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"-8.2027\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided template with group_col=\\\"g\\\", item_col=\\\"-8.2027\\\", and measure_col=\\\"22.011\\\". Cast \\\"22.011\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fa71cbcfeab6ad401971325bc43aaabda5fb890d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_42e5fd0ab1e1a16f", + "api_calls": 0, + "input_tokens": 14583, + "cached_input_tokens": 13696, + "output_tokens": 527, + "total_tokens": 15110, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14167.89, + "sql_execution_elapsed_ms_total": 69.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..74cbc4699868b701d6c98d95fc91532e4f23fa45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/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=g, measure_col=0.1982. +Result preview: [{"g": "h", "percentile_measure": 0.37806}, {"g": "g", "percentile_measure": 0.3739}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..304772d90d420ef3e54b5f6acf4b67830ede37ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/generated_sql.sql @@ -0,0 +1,61 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_42e7c8649081f92c +-- problem_id: v2p_n11_a011930f4850711d +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "g" AS "group_col", + CAST(NULLIF("0.1982", '') AS REAL) AS "measure" + FROM "n11" + WHERE NULLIF("0.1982", '') IS NOT NULL +), +"stats" AS ( + SELECT + "group_col", + "measure", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "n" + FROM "base" +), +"positions" AS ( + SELECT DISTINCT + "group_col", + (1.0 + 0.9 * ("n" - 1)) AS "pos", + CAST(1.0 + 0.9 * ("n" - 1) AS INTEGER) AS "lower_rn", + CAST(1.0 + 0.9 * ("n" - 1) AS INTEGER) + + CASE + WHEN (1.0 + 0.9 * ("n" - 1)) > CAST(1.0 + 0.9 * ("n" - 1) AS INTEGER) THEN 1 + ELSE 0 + END AS "upper_rn" + FROM "stats" +) +SELECT + "p"."group_col" AS "g", + CASE + WHEN "p"."lower_rn" = "p"."upper_rn" THEN + MAX(CASE WHEN "s"."rn" = "p"."lower_rn" THEN "s"."measure" END) + ELSE + MAX(CASE WHEN "s"."rn" = "p"."lower_rn" THEN "s"."measure" END) + + ("p"."pos" - "p"."lower_rn") * ( + MAX(CASE WHEN "s"."rn" = "p"."upper_rn" THEN "s"."measure" END) - + MAX(CASE WHEN "s"."rn" = "p"."lower_rn" THEN "s"."measure" END) + ) + END AS "percentile_measure" +FROM "positions" AS "p" +JOIN "stats" AS "s" + ON "s"."group_col" = "p"."group_col" +GROUP BY + "p"."group_col", + "p"."pos", + "p"."lower_rn", + "p"."upper_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc6318bd9f841991faec286d8c2e2c6c36ccac29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(NULLIF(\"0.1982\", '') AS REAL) AS \"measure\"\n FROM \"n11\"\n WHERE NULLIF(\"0.1982\", '') IS NOT NULL\n),\n\"stats\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"n\"\n FROM \"base\"\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"group_col\",\n (1.0 + 0.9 * (\"n\" - 1)) AS \"pos\",\n CAST(1.0 + 0.9 * (\"n\" - 1) AS INTEGER) AS \"lower_rn\",\n CAST(1.0 + 0.9 * (\"n\" - 1) AS INTEGER) +\n CASE\n WHEN (1.0 + 0.9 * (\"n\" - 1)) > CAST(1.0 + 0.9 * (\"n\" - 1) AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_rn\"\n FROM \"stats\"\n)\nSELECT\n \"p\".\"group_col\" AS \"g\",\n CASE\n WHEN \"p\".\"lower_rn\" = \"p\".\"upper_rn\" THEN\n MAX(CASE WHEN \"s\".\"rn\" = \"p\".\"lower_rn\" THEN \"s\".\"measure\" END)\n ELSE\n MAX(CASE WHEN \"s\".\"rn\" = \"p\".\"lower_rn\" THEN \"s\".\"measure\" END) +\n (\"p\".\"pos\" - \"p\".\"lower_rn\") * (\n MAX(CASE WHEN \"s\".\"rn\" = \"p\".\"upper_rn\" THEN \"s\".\"measure\" END) -\n MAX(CASE WHEN \"s\".\"rn\" = \"p\".\"lower_rn\" THEN \"s\".\"measure\" END)\n )\n END AS \"percentile_measure\"\nFROM \"positions\" AS \"p\"\nJOIN \"stats\" AS \"s\"\n ON \"s\".\"group_col\" = \"p\".\"group_col\"\nGROUP BY\n \"p\".\"group_col\",\n \"p\".\"pos\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(NULLIF(\\\"0.1982\\\", '') AS REAL) AS \\\"measure\\\"\\n FROM \\\"n11\\\"\\n WHERE NULLIF(\\\"0.1982\\\", '') IS NOT NULL\\n),\\n\\\"stats\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"n\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n (1.0 + 0.9 * (\\\"n\\\" - 1)) AS \\\"pos\\\",\\n CAST(1.0 + 0.9 * (\\\"n\\\" - 1) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(1.0 + 0.9 * (\\\"n\\\" - 1) AS INTEGER) +\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"n\\\" - 1)) > CAST(1.0 + 0.9 * (\\\"n\\\" - 1) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"stats\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"group_col\\\" AS \\\"g\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lower_rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN \\\"s\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"s\\\".\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"s\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"s\\\".\\\"measure\\\" END) +\\n (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lower_rn\\\") * (\\n MAX(CASE WHEN \\\"s\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"s\\\".\\\"measure\\\" END) -\\n MAX(CASE WHEN \\\"s\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"s\\\".\\\"measure\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"positions\\\" AS \\\"p\\\"\\nJOIN \\\"stats\\\" AS \\\"s\\\"\\n ON \\\"s\\\".\\\"group_col\\\" = \\\"p\\\".\\\"group_col\\\"\\nGROUP BY\\n \\\"p\\\".\\\"group_col\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 0.37806}, {\"g\": \"g\", \"percentile_measure\": 0.3739}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 92.24}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3bf0db536ef4819a847616000bdadc489d43b644 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:48:51.996137+00:00", + "ended_at": "2026-05-19T15:49:25.971231+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_42e7c8649081f92c", + "problem_id": "v2p_n11_a011930f4850711d", + "dataset_id": "n11", + "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=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "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": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_42e7c8649081f92c.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_42e7c8649081f92c", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 2201, + "total_tokens": 16704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33878.59, + "sql_execution_elapsed_ms_total": 92.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a8f0609d6a2ab2dbbe5b7b0d10f0d613c981e59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:25.877275+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": 33878.59, "started_at": "2026-05-19T15:48:51.997732+00:00", "ended_at": "2026-05-19T15:49:25.876349+00:00", "prompt_metrics": {"chars": 7243, "bytes_utf8": 7243, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1819, "bytes_utf8": 1819, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 13696, "output_tokens": 2201, "reasoning_output_tokens": 1545}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(NULLIF(\\\"0.1982\\\", '') AS REAL) AS \\\"measure\\\"\\n FROM \\\"n11\\\"\\n WHERE NULLIF(\\\"0.1982\\\", '') IS NOT NULL\\n),\\n\\\"stats\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"n\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n (1.0 + 0.9 * (\\\"n\\\" - 1)) AS \\\"pos\\\",\\n CAST(1.0 + 0.9 * (\\\"n\\\" - 1) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(1.0 + 0.9 * (\\\"n\\\" - 1) AS INTEGER) +\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"n\\\" - 1)) > CAST(1.0 + 0.9 * (\\\"n\\\" - 1) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"stats\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"group_col\\\" AS \\\"g\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lower_rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN \\\"s\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THE"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6a5b47e05395b79d143dce5392e170d53f314408 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_42e7c8649081f92c", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 2201, + "total_tokens": 16704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33878.59, + "sql_execution_elapsed_ms_total": 92.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ba3a84096f4bda0a7d33ad3f595c7fa7c7f0c42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/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=g, measure_col=27.7004. +Result preview: [{"g": "h", "percentile_measure": 79.63978999999999}, {"g": "g", "percentile_measure": 60.08410000000001}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd7c5e244b25b8a9f1c250c5ba7b649be536ba22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/generated_sql.sql @@ -0,0 +1,53 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_437b432423538790 +-- problem_id: v2p_n11_f4b320bee39b6647 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("27.7004" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("27.7004" AS REAL) + ) AS "seq", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "27.7004" IS NOT NULL +), +"targets" AS ( + SELECT + "g", + "cnt", + (1.0 + 0.95 * ("cnt" - 1)) AS "target_rank" + FROM "ranked" + GROUP BY "g", "cnt" +) +SELECT + "r"."g", + CASE + WHEN "t"."target_rank" = CAST("t"."target_rank" AS INTEGER) THEN + MAX(CASE WHEN "r"."seq" = CAST("t"."target_rank" AS INTEGER) THEN "r"."measure_value" END) + ELSE + ( + MAX(CASE WHEN "r"."seq" = CAST("t"."target_rank" AS INTEGER) THEN "r"."measure_value" END) * + ((CAST("t"."target_rank" AS INTEGER) + 1) - "t"."target_rank") + ) + ( + MAX(CASE WHEN "r"."seq" = CAST("t"."target_rank" AS INTEGER) + 1 THEN "r"."measure_value" END) * + ("t"."target_rank" - CAST("t"."target_rank" AS INTEGER)) + ) + END AS "percentile_measure" +FROM "ranked" AS "r" +JOIN "targets" AS "t" + ON "r"."g" = "t"."g" +GROUP BY "r"."g", "t"."target_rank" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..847f35ca39462ef69e167af036905b13e1f6bae7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/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 \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"27.7004\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"27.7004\" AS REAL)\n ) AS \"seq\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"27.7004\" IS NOT NULL\n),\n\"targets\" AS (\n SELECT\n \"g\",\n \"cnt\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"target_rank\"\n FROM \"ranked\"\n GROUP BY \"g\", \"cnt\"\n)\nSELECT\n \"r\".\"g\",\n CASE\n WHEN \"t\".\"target_rank\" = CAST(\"t\".\"target_rank\" AS INTEGER) THEN\n MAX(CASE WHEN \"r\".\"seq\" = CAST(\"t\".\"target_rank\" AS INTEGER) THEN \"r\".\"measure_value\" END)\n ELSE\n (\n MAX(CASE WHEN \"r\".\"seq\" = CAST(\"t\".\"target_rank\" AS INTEGER) THEN \"r\".\"measure_value\" END) *\n ((CAST(\"t\".\"target_rank\" AS INTEGER) + 1) - \"t\".\"target_rank\")\n ) + (\n MAX(CASE WHEN \"r\".\"seq\" = CAST(\"t\".\"target_rank\" AS INTEGER) + 1 THEN \"r\".\"measure_value\" END) *\n (\"t\".\"target_rank\" - CAST(\"t\".\"target_rank\" AS INTEGER))\n )\n END AS \"percentile_measure\"\nFROM \"ranked\" AS \"r\"\nJOIN \"targets\" AS \"t\"\n ON \"r\".\"g\" = \"t\".\"g\"\nGROUP BY \"r\".\"g\", \"t\".\"target_rank\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"27.7004\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"27.7004\\\" AS REAL)\\n ) AS \\\"seq\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"27.7004\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"target_rank\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"g\\\", \\\"cnt\\\"\\n)\\nSELECT\\n \\\"r\\\".\\\"g\\\",\\n CASE\\n WHEN \\\"t\\\".\\\"target_rank\\\" = CAST(\\\"t\\\".\\\"target_rank\\\" AS INTEGER) THEN\\n MAX(CASE WHEN \\\"r\\\".\\\"seq\\\" = CAST(\\\"t\\\".\\\"target_rank\\\" AS INTEGER) THEN \\\"r\\\".\\\"measure_value\\\" END)\\n ELSE\\n (\\n MAX(CASE WHEN \\\"r\\\".\\\"seq\\\" = CAST(\\\"t\\\".\\\"target_rank\\\" AS INTEGER) THEN \\\"r\\\".\\\"measure_value\\\" END) *\\n ((CAST(\\\"t\\\".\\\"target_rank\\\" AS INTEGER) + 1) - \\\"t\\\".\\\"target_rank\\\")\\n ) + (\\n MAX(CASE WHEN \\\"r\\\".\\\"seq\\\" = CAST(\\\"t\\\".\\\"target_rank\\\" AS INTEGER) + 1 THEN \\\"r\\\".\\\"measure_value\\\" END) *\\n (\\\"t\\\".\\\"target_rank\\\" - CAST(\\\"t\\\".\\\"target_rank\\\" AS INTEGER))\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS \\\"r\\\"\\nJOIN \\\"targets\\\" AS \\\"t\\\"\\n ON \\\"r\\\".\\\"g\\\" = \\\"t\\\".\\\"g\\\"\\nGROUP BY \\\"r\\\".\\\"g\\\", \\\"t\\\".\\\"target_rank\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 79.63978999999999}, {\"g\": \"g\", \"percentile_measure\": 60.08410000000001}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 87.42}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..305726eca25f2fdea4b03defdb49789155203d8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:50:08.831057+00:00", + "ended_at": "2026-05-19T15:50:29.062393+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_437b432423538790", + "problem_id": "v2p_n11_f4b320bee39b6647", + "dataset_id": "n11", + "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=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "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": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_437b432423538790.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_437b432423538790", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 1031, + "total_tokens": 15534, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20138.34, + "sql_execution_elapsed_ms_total": 87.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b3d30cd8787c2a233732679833b3ef151fb404b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:50:28.972208+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": 20138.34, "started_at": "2026-05-19T15:50:08.832547+00:00", "ended_at": "2026-05-19T15:50:28.970925+00:00", "prompt_metrics": {"chars": 7250, "bytes_utf8": 7250, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1546, "bytes_utf8": 1546, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 13696, "output_tokens": 1031, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"27.7004\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"27.7004\\\" AS REAL)\\n ) AS \\\"seq\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"27.7004\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"target_rank\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"g\\\", \\\"cnt\\\"\\n)\\nSELECT\\n \\\"r\\\".\\\"g\\\",\\n CASE\\n WHEN \\\"t\\\".\\\"target_rank\\\" = CAST(\\\"t\\\".\\\"target_rank\\\" AS INTEGER) THEN\\n MAX(CASE WHEN \\\"r\\\".\\\"seq\\\" = CAST(\\\"t\\\".\\\"target_rank\\\" AS INTEGER) THEN \\\"r\\\".\\\"measure_value\\\" END)\\n ELSE\\n (\\n MAX(CASE WHEN \\\"r\\\".\\\"seq\\\" = CAST(\\\"t\\\".\\\"target_rank\\\" AS INTEGER) THEN \\\"r\\\".\\\"measure_value\\\" END) *\\n ((CAST(\\\"t\\\".\\\"target_rank\\\" AS INTEGER) + 1) - \\\"t\\\".\\\"target_rank\\\")\\n ) + (\\n "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f6c4e5790da30caeaf63237407dde8a93cc0174b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_437b432423538790", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 1031, + "total_tokens": 15534, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20138.34, + "sql_execution_elapsed_ms_total": 87.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dd8fef8f8299a24c45830b355431c0ebd1b7f1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/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=40.092. +Result preview: [{"empirical_cdf_at_threshold": 0.7499868552500132}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..92effa9723b165163cfd4931f4419de24ac01059 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_46f91922711630d5 +-- problem_id: v2p_n11_bbd849f77115f16a +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("40.092" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d5bfd9defc236f279a9f3a96b77718b22a38940 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/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(\"40.092\" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"40.092\\\" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499868552500132}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.55}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ed186c6941ab25e2afe44cff2a1ff06b4aacdaa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:00:28.980986+00:00", + "ended_at": "2026-05-19T16:00:38.237171+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_46f91922711630d5", + "problem_id": "v2p_n11_bbd849f77115f16a", + "dataset_id": "n11", + "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=40.092.", + "bindings": { + "measure_col": "40.092", + "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": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=108" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_46f91922711630d5.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_46f91922711630d5", + "api_calls": 0, + "input_tokens": 14455, + "cached_input_tokens": 12032, + "output_tokens": 309, + "total_tokens": 14764, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9243.68, + "sql_execution_elapsed_ms_total": 8.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9eef1ccca8825139aa1a6de61b1949ce77d85f2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:00:38.227233+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": 9243.68, "started_at": "2026-05-19T16:00:28.982747+00:00", "ended_at": "2026-05-19T16:00:38.226449+00:00", "prompt_metrics": {"chars": 7016, "bytes_utf8": 7016, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14455, "cached_input_tokens": 12032, "output_tokens": 309, "reasoning_output_tokens": 200}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"40.092\\\" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Applied the planned Threshold Rarity CDF template with measure_col bound to \\\"40.092\\\" and measure_threshold fixed at 45.8841. CAST to REAL is used because the schema stores feature values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5af1320e204a05da3a446c742c4b3c9ac8a22561 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_46f91922711630d5", + "api_calls": 0, + "input_tokens": 14455, + "cached_input_tokens": 12032, + "output_tokens": 309, + "total_tokens": 14764, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9243.68, + "sql_execution_elapsed_ms_total": 8.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3029693b30b648734446d6cb8ecb6d7b1cca643 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/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=g, measure_col=22.011. +Result preview: [{"g": "g", "total_measure": 219603.6655}, {"g": "h", "total_measure": -19049.4141}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c1ee60040ef503aa6996b981de2879abd4fc3e72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_472f739f548e040f +-- problem_id: v2p_n11_1dd72a99db45f398 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("22.011" AS REAL)) AS "total_measure" +FROM "n11" +GROUP BY "g" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..541b7a39cfa3cded91a926b238fccc909d107863 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/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 \"g\", SUM(CAST(\"22.011\" AS REAL)) AS \"total_measure\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 219603.6655}, {\"g\": \"h\", \"total_measure\": -19049.4141}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.98}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1611879a55f3b58a58591feb567af9a45aa892d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:30:18.781315+00:00", + "ended_at": "2026-05-19T15:30:29.620504+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_472f739f548e040f", + "problem_id": "v2p_n11_1dd72a99db45f398", + "dataset_id": "n11", + "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=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "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": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=6" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_472f739f548e040f.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_472f739f548e040f", + "api_calls": 0, + "input_tokens": 14463, + "cached_input_tokens": 13696, + "output_tokens": 241, + "total_tokens": 14704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10824.07, + "sql_execution_elapsed_ms_total": 9.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6930b80d4b468acae2681226a3ca23169b4ab603 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:29.609016+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": 10824.07, "started_at": "2026-05-19T15:30:18.784092+00:00", "ended_at": "2026-05-19T15:30:29.608203+00:00", "prompt_metrics": {"chars": 7068, "bytes_utf8": 7068, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14463, "cached_input_tokens": 13696, "output_tokens": 241, "reasoning_output_tokens": 140}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". Cast the measure from TEXT to REAL for numeric aggregation in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0ea0afae8c7f0bf74a7f1ca8299add0df203aaaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_472f739f548e040f", + "api_calls": 0, + "input_tokens": 14463, + "cached_input_tokens": 13696, + "output_tokens": 241, + "total_tokens": 14704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10824.07, + "sql_execution_elapsed_ms_total": 9.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_472f739f548e040f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d75ca58e5fe1090b3ea8f591453901c8fb22fffd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/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=g. +Result preview: [{"g": "h", "support": 6688}, {"g": "g", "support": 12331}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..377949df9f22b3400c2b5d0b2ace95cdc1157d2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_4736f04750ff3bb7 +-- problem_id: v2p_n11_b38f7993dd62e31d +-- realization_mode: agent +-- source_kind: agent +SELECT + "g", + COUNT(*) AS support +FROM "n11" +GROUP BY "g" +ORDER BY support ASC, "g" +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dae0803be9a468edacb71a93e8f435d0d72b73b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/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 \"g\",\n COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY support ASC, \"g\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 19;\", \"columns\": [\"g\", \"support\"], \"rows\": [{\"g\": \"h\", \"support\": 6688}, {\"g\": \"g\", \"support\": 12331}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.95}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b2d7f9e29f651d0e7a48378f5b3b787f0ae02160 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:03:15.723141+00:00", + "ended_at": "2026-05-19T16:03:25.552178+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_4736f04750ff3bb7", + "problem_id": "v2p_n11_b38f7993dd62e31d", + "dataset_id": "n11", + "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=g.", + "bindings": { + "group_col": "g", + "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": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_4736f04750ff3bb7.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4736f04750ff3bb7", + "api_calls": 0, + "input_tokens": 14470, + "cached_input_tokens": 12032, + "output_tokens": 304, + "total_tokens": 14774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9809.94, + "sql_execution_elapsed_ms_total": 10.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d70f504cd7b16dc01da8209d43921694d7b23ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:03:25.538338+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": 9809.94, "started_at": "2026-05-19T16:03:15.726733+00:00", "ended_at": "2026-05-19T16:03:25.536725+00:00", "prompt_metrics": {"chars": 7060, "bytes_utf8": 7060, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 275, "bytes_utf8": 275, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14470, "cached_input_tokens": 12032, "output_tokens": 304, "reasoning_output_tokens": 216}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 19;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"g\\\" on table \\\"n11\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6c435299aed146467c845c1797617d74b48ef77d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4736f04750ff3bb7", + "api_calls": 0, + "input_tokens": 14470, + "cached_input_tokens": 12032, + "output_tokens": 304, + "total_tokens": 14774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9809.94, + "sql_execution_elapsed_ms_total": 10.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2c152b155d3e091b4b55f31b591721d554eb6d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/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=2.6449. +Result preview: [{"2.6449": 5.3233}, {"2.6449": 5.1795}, {"2.6449": 5.1467}, {"2.6449": 5.0118}, {"2.6449": 5.01}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec0ccdabb335e59ac2c8085d5a9e080ef066fec1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_479395038bf9ab29 +-- problem_id: v2p_n11_6631a45c7f807159 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("2.6449" AS REAL) AS "2.6449", + NTILE(10) OVER (ORDER BY CAST("2.6449" AS REAL) DESC) AS "tail_bucket" + FROM "n11" +) +SELECT "2.6449" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "2.6449" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2ab3904942ff5ab0d0f2c83b16f9da5fbff590e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/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(\"2.6449\" AS REAL) AS \"2.6449\",\n NTILE(10) OVER (ORDER BY CAST(\"2.6449\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n11\"\n)\nSELECT \"2.6449\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"2.6449\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"2.6449\\\" AS REAL) AS \\\"2.6449\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"2.6449\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"2.6449\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"2.6449\\\" DESC;\", \"columns\": [\"2.6449\"], \"rows\": [{\"2.6449\": 5.3233}, {\"2.6449\": 5.1795}, {\"2.6449\": 5.1467}, {\"2.6449\": 5.0118}, {\"2.6449\": 5.01}, {\"2.6449\": 4.9946}, {\"2.6449\": 4.9518}, {\"2.6449\": 4.9369}, {\"2.6449\": 4.905}, {\"2.6449\": 4.8501}, {\"2.6449\": 4.8376}, {\"2.6449\": 4.8252}, {\"2.6449\": 4.8025}, {\"2.6449\": 4.7981}, {\"2.6449\": 4.7552}, {\"2.6449\": 4.7133}, {\"2.6449\": 4.6964}, {\"2.6449\": 4.6791}, {\"2.6449\": 4.6579}, {\"2.6449\": 4.6492}, {\"2.6449\": 4.6453}, {\"2.6449\": 4.6444}, {\"2.6449\": 4.6444}, {\"2.6449\": 4.6295}, {\"2.6449\": 4.6289}, {\"2.6449\": 4.6269}, {\"2.6449\": 4.6163}, {\"2.6449\": 4.6113}, {\"2.6449\": 4.6094}, {\"2.6449\": 4.5943}, {\"2.6449\": 4.5848}, {\"2.6449\": 4.5769}, {\"2.6449\": 4.5762}, {\"2.6449\": 4.5739}, {\"2.6449\": 4.5685}, {\"2.6449\": 4.5565}, {\"2.6449\": 4.55}, {\"2.6449\": 4.5364}, {\"2.6449\": 4.5348}, {\"2.6449\": 4.5326}, {\"2.6449\": 4.5317}, {\"2.6449\": 4.5313}, {\"2.6449\": 4.5312}, {\"2.6449\": 4.527}, {\"2.6449\": 4.526}, {\"2.6449\": 4.5105}, {\"2.6449\": 4.5025}, {\"2.6449\": 4.495}, {\"2.6449\": 4.4923}, {\"2.6449\": 4.4838}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 36.07}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9d9e8f60bdd54b02702c3fdbad48aac6561091d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:42:47.956472+00:00", + "ended_at": "2026-05-19T15:42:59.315533+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_479395038bf9ab29", + "problem_id": "v2p_n11_6631a45c7f807159", + "dataset_id": "n11", + "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=2.6449.", + "bindings": { + "measure_col": "2.6449", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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_b/n11/sql/v2q_n11_479395038bf9ab29.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_479395038bf9ab29", + "api_calls": 0, + "input_tokens": 14521, + "cached_input_tokens": 13696, + "output_tokens": 615, + "total_tokens": 15136, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11318.91, + "sql_execution_elapsed_ms_total": 36.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34598a2b4314a3967e4a0671c23d5034a2d9c457 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:59.277669+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": 11318.91, "started_at": "2026-05-19T15:42:47.957876+00:00", "ended_at": "2026-05-19T15:42:59.276815+00:00", "prompt_metrics": {"chars": 7249, "bytes_utf8": 7249, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 559, "bytes_utf8": 559, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14521, "cached_input_tokens": 13696, "output_tokens": 615, "reasoning_output_tokens": 439}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"2.6449\\\" AS REAL) AS \\\"2.6449\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"2.6449\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"2.6449\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"2.6449\\\" DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to \\\"2.6449\\\" and num_tiles=10. Casted \\\"2.6449\\\" to REAL because the schema stores it as TEXT, ensuring numeric tail bucketing and ordering in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3600120ee33d5b5de9f1f53f34a52ab6ac00a993 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_479395038bf9ab29", + "api_calls": 0, + "input_tokens": 14521, + "cached_input_tokens": 13696, + "output_tokens": 615, + "total_tokens": 15136, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11318.91, + "sql_execution_elapsed_ms_total": 36.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a3f662649ce6315de778595e32f2adad4814d7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7862, "bytes_utf8": 7862, "lines": 231, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 613, "bytes_utf8": 613, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14667, "cached_input_tokens": 12032, "output_tokens": 434, "reasoning_output_tokens": 260}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..426faf4fa0c7e47410289084d5ac4077ac3e42a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4d208148d5a42c0c", + "api_calls": 0, + "input_tokens": 14667, + "cached_input_tokens": 12032, + "output_tokens": 434, + "total_tokens": 15101, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10753.75, + "sql_execution_elapsed_ms_total": 11.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a864db2212a1b0328ff726159a7c41c2bb5b38a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/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": "2026-05-19T15:38:45.798697+00:00", + "ended_at": "2026-05-19T15:38:56.552472+00:00", + "elapsed_ms": 10753.75, + "prompt_metrics": { + "chars": 7862, + "bytes_utf8": 7862, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 982, + "bytes_utf8": 982, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 613, + "bytes_utf8": 613, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14667, + "cached_input_tokens": 12032, + "output_tokens": 434, + "reasoning_output_tokens": 260 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f367ee90d919ae83d3b58cae6c96ec594c600dfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "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": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1deed476528dda99beba7dac9ece49d4fa8c8351 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-b7b4-7c43-98af-60cb598e3911"} +{"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 \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned grouped ratio template exactly with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using 'g' as the positive value and 'h' as the negative value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14667,"cached_input_tokens":12032,"output_tokens":434,"reasoning_output_tokens":260}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcf462fcddeb32cdf92771c307c093fa93a325b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the planned grouped ratio template exactly with group_col=\"g\" and condition_col=\"g\", using 'g' as the positive value and 'h' as the negative value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a00bbe1527df96889932486b351c3a0ca76ab6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828. +Result preview: [{"g": "h", "avg_measure": 200.4345174043062}, {"g": "g", "avg_measure": 190.2384987592247}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a90d51b9fa81283c35e0b68b0052f736cf764194 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_5121840a9c2726d3 +-- problem_id: v2p_n11_3435fb949e0f763f +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("81.8828" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53052add788dc15228574f54309dde52c7fb1e15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/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 \"g\",\n AVG(CAST(\"81.8828\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"81.8828\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 200.4345174043062}, {\"g\": \"g\", \"avg_measure\": 190.2384987592247}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 32.43}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..488d528fc2d7c0688696b2594de12fd5101ca142 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:39:50.308725+00:00", + "ended_at": "2026-05-19T15:39:58.383665+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5121840a9c2726d3", + "problem_id": "v2p_n11_3435fb949e0f763f", + "dataset_id": "n11", + "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=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "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": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=49" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_b/n11/sql/v2q_n11_5121840a9c2726d3.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5121840a9c2726d3", + "api_calls": 0, + "input_tokens": 14475, + "cached_input_tokens": 13696, + "output_tokens": 256, + "total_tokens": 14731, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8036.98, + "sql_execution_elapsed_ms_total": 32.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b46dd217684909fa5b398db06b3edfffa43888d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:58.349854+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": 8036.98, "started_at": "2026-05-19T15:39:50.312140+00:00", "ended_at": "2026-05-19T15:39:58.349148+00:00", "prompt_metrics": {"chars": 7150, "bytes_utf8": 7150, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14475, "cached_input_tokens": 13696, "output_tokens": 256, "reasoning_output_tokens": 152}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"81.8828\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"81.8828\\\". Casted the measure to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..897d31abf0f685bd634b521065c0b828b40c937c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5121840a9c2726d3", + "api_calls": 0, + "input_tokens": 14475, + "cached_input_tokens": 13696, + "output_tokens": 256, + "total_tokens": 14731, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8036.98, + "sql_execution_elapsed_ms_total": 32.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e48aa7a135f1e28b2fda73599260ce0640cb385a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/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=g, measure_col=0.3918. +Result preview: [{"g": "g", "group_value": 4730.6667}, {"g": "h", "group_value": 2502.7624}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..52f9a40839fb02a0c75a8be67c203b9eec4aac5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/generated_sql.sql @@ -0,0 +1,27 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_53a8bab237b256a3 +-- problem_id: v2p_n11_ba136fb5bf0b9bb2 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "g", SUM(CAST("0.3918" AS REAL)) AS "group_value" + FROM "n11" + GROUP BY "g" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT grp."g", grp."group_value" +FROM "grouped" AS grp +CROSS JOIN "total" AS tot +WHERE grp."group_value" > tot."total_value" * 0.05 +ORDER BY grp."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86837e4f2f5a3dc1cfdc810be7f12831dcfe1db5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/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 \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS \"group_value\"\n FROM \"n11\"\n GROUP BY \"g\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT grp.\"g\", grp.\"group_value\"\nFROM \"grouped\" AS grp\nCROSS JOIN \"total\" AS tot\nWHERE grp.\"group_value\" > tot.\"total_value\" * 0.05\nORDER BY grp.\"group_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT grp.\\\"g\\\", grp.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS grp\\nCROSS JOIN \\\"total\\\" AS tot\\nWHERE grp.\\\"group_value\\\" > tot.\\\"total_value\\\" * 0.05\\nORDER BY grp.\\\"group_value\\\" DESC;\", \"columns\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"g\", \"group_value\": 4730.6667}, {\"g\": \"h\", \"group_value\": 2502.7624}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.39}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5f3aee06e4aa51aea0fd54f6aa3676d99f0ca42c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:45:13.415572+00:00", + "ended_at": "2026-05-19T15:45:33.969097+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_53a8bab237b256a3", + "problem_id": "v2p_n11_ba136fb5bf0b9bb2", + "dataset_id": "n11", + "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=g, measure_col=0.3918.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "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": 0.4424, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=73" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_53a8bab237b256a3.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_53a8bab237b256a3", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 635, + "total_tokens": 15236, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20541.03, + "sql_execution_elapsed_ms_total": 8.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ad6e24957f984a0beb7f06c64ded1a3be8a232b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:33.959176+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": 20541.03, "started_at": "2026-05-19T15:45:13.417284+00:00", "ended_at": "2026-05-19T15:45:33.958344+00:00", "prompt_metrics": {"chars": 7620, "bytes_utf8": 7620, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 664, "bytes_utf8": 664, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 13696, "output_tokens": 635, "reasoning_output_tokens": 439}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT grp.\\\"g\\\", grp.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS grp\\nCROSS JOIN \\\"total\\\" AS tot\\nWHERE grp.\\\"group_value\\\" > tot.\\\"total_value\\\" * 0.05\\nORDER BY grp.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". CAST to REAL is used because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..202bbd030515597e83d9c9300d8659d04c83e20b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_53a8bab237b256a3", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 635, + "total_tokens": 15236, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20541.03, + "sql_execution_elapsed_ms_total": 8.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b64e5ae6655f2b6c43bd099c37bebb6b516a1a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7067, "bytes_utf8": 7067, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 4480, "output_tokens": 230, "reasoning_output_tokens": 130}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ee86c5de21ffced877c25f71d0d0c465ac9536c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_56405f30cd6026a5", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 4480, + "output_tokens": 230, + "total_tokens": 14695, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7430.07, + "sql_execution_elapsed_ms_total": 20.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0aa3680da45a2e4907a1edb6a7994ab3145b278c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:35.611687+00:00", + "ended_at": "2026-05-19T15:28:43.041794+00:00", + "elapsed_ms": 7430.07, + "prompt_metrics": { + "chars": 7067, + "bytes_utf8": 7067, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 704, + "bytes_utf8": 704, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 351, + "bytes_utf8": 351, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14465, + "cached_input_tokens": 4480, + "output_tokens": 230, + "reasoning_output_tokens": 130 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce154787be073ee00c1db7836d5632db33ba0472 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "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": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c44a5053555c6692497cfdf278b8d705ba8235e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-680e-7d12-8408-b17a493a0499"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided grouped numeric sum template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". CAST to REAL is used because the schema stores this numeric field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14465,"cached_input_tokens":4480,"output_tokens":230,"reasoning_output_tokens":130}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d404fd39571f7d2093c79c5ef79423cbb26f84dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;","notes":"Applied the provided grouped numeric sum template with group_col=\"g\" and measure_col=\"16.0021\". CAST to REAL is used because the schema stores this numeric field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..27817937122de9e9793ac04457043387f1ff0abd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/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=g, measure_col=0.1982. +Result preview: [{"g": "g", "27.7004": "0", "total_measure": 12.5373, "share_within_group": 0.47279021118023107}, {"g": "h", "27.7004": "0", "total_measure": 3.9691, "share_within_group": 0.2774018452733566}, {"g": "g", "27.7004": "-0.0001", "total_measure": 2.5101, "share_within_group": 0.0946575984528964}, {"g": "h", "27.7004": "13.8052", "total_measure": 1.2344, "share_within_group": 0.08627266579462128}, {"g": "h", "27.7004": "16.2438", "total_measure": 1.1284, "share_within_group": 0.07886428717000216}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb3a3743ebe1672ef7b85dbba0ff6975aaef273c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_570fbf350f84b077 +-- problem_id: v2p_n11_e83bf52681dbcaf6 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", "27.7004", + SUM(CAST("0.1982" AS REAL)) AS total_measure, + SUM(CAST("0.1982" AS REAL)) * 100.0 / SUM(SUM(CAST("0.1982" AS REAL))) OVER (PARTITION BY "g") AS share_within_group +FROM "n11" +GROUP BY "g", "27.7004" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c09e3297b4cec95b5be5335347174296cfc5137 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/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 \"g\", \"27.7004\",\n SUM(CAST(\"0.1982\" AS REAL)) AS total_measure,\n SUM(CAST(\"0.1982\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"0.1982\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"27.7004\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"27.7004\\\",\\n SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"0.1982\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"0.1982\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"27.7004\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"g\", \"27.7004\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"g\", \"27.7004\": \"0\", \"total_measure\": 12.5373, \"share_within_group\": 0.47279021118023107}, {\"g\": \"h\", \"27.7004\": \"0\", \"total_measure\": 3.9691, \"share_within_group\": 0.2774018452733566}, {\"g\": \"g\", \"27.7004\": \"-0.0001\", \"total_measure\": 2.5101, \"share_within_group\": 0.0946575984528964}, {\"g\": \"h\", \"27.7004\": \"13.8052\", \"total_measure\": 1.2344, \"share_within_group\": 0.08627266579462128}, {\"g\": \"h\", \"27.7004\": \"16.2438\", \"total_measure\": 1.1284, \"share_within_group\": 0.07886428717000216}, {\"g\": \"h\", \"27.7004\": \"18.5214\", \"total_measure\": 0.9652, \"share_within_group\": 0.06745817970266402}, {\"g\": \"h\", \"27.7004\": \"-13.697\", \"total_measure\": 0.9446, \"share_within_group\": 0.06601843819637011}, {\"g\": \"h\", \"27.7004\": \"-1.4761\", \"total_measure\": 0.9126000000000001, \"share_within_group\": 0.06378194653610775}, {\"g\": \"h\", \"27.7004\": \"1.3533\", \"total_measure\": 0.9114, \"share_within_group\": 0.0636980780988479}, {\"g\": \"h\", \"27.7004\": \"20.0534\", \"total_measure\": 0.9032, \"share_within_group\": 0.06312497711090566}, {\"g\": \"h\", \"27.7004\": \"-14.0985\", \"total_measure\": 0.9022, \"share_within_group\": 0.06305508674652247}, {\"g\": \"h\", \"27.7004\": \"-2.3691\", \"total_measure\": 0.8642, \"share_within_group\": 0.06039925289996089}, {\"g\": \"h\", \"27.7004\": \"19.7267\", \"total_measure\": 0.8604, \"share_within_group\": 0.06013366951530474}, {\"g\": \"h\", \"27.7004\": \"-4.1789\", \"total_measure\": 0.8566, \"share_within_group\": 0.05986808613064857}, {\"g\": \"h\", \"27.7004\": \"0.5645\", \"total_measure\": 0.849, \"share_within_group\": 0.059336919361336254}, {\"g\": \"h\", \"27.7004\": \"21.2188\", \"total_measure\": 0.8402, \"share_within_group\": 0.0587218841547641}, {\"g\": \"h\", \"27.7004\": \"-20.4791\", \"total_measure\": 0.8088, \"share_within_group\": 0.05652732671313164}, {\"g\": \"h\", \"27.7004\": \"17.2824\", \"total_measure\": 0.7932, \"share_within_group\": 0.05543703702875374}, {\"g\": \"h\", \"27.7004\": \"15.0388\", \"total_measure\": 0.78, \"share_within_group\": 0.0545144842188955}, {\"g\": \"h\", \"27.7004\": \"-1.806\", \"total_measure\": 0.7468, \"share_within_group\": 0.05219412412137329}, {\"g\": \"h\", \"27.7004\": \"7.1088\", \"total_measure\": 0.744, \"share_within_group\": 0.05199843110110033}, {\"g\": \"h\", \"27.7004\": \"-12.8325\", \"total_measure\": 0.7324, \"share_within_group\": 0.05118770287425522}, {\"g\": \"h\", \"27.7004\": \"24.0649\", \"total_measure\": 0.7172, \"share_within_group\": 0.05012536933563058}, {\"g\": \"h\", \"27.7004\": \"-1.2294\", \"total_measure\": 0.7128, \"share_within_group\": 0.04981785173234451}, {\"g\": \"h\", \"27.7004\": \"19.3985\", \"total_measure\": 0.7054, \"share_within_group\": 0.04930066303590883}, {\"g\": \"h\", \"27.7004\": \"-3.4902\", \"total_measure\": 0.7028, \"share_within_group\": 0.04911894808851251}, {\"g\": \"h\", \"27.7004\": \"22.8875\", \"total_measure\": 0.6852, \"share_within_group\": 0.04788887767536821}, {\"g\": \"h\", \"27.7004\": \"14.2014\", \"total_measure\": 0.6714, \"share_within_group\": 0.04692439064688005}, {\"g\": \"h\", \"27.7004\": \"4.0453\", \"total_measure\": 0.6712, \"share_within_group\": 0.04691041257400341}, {\"g\": \"h\", \"27.7004\": \"15.6523\", \"total_measure\": 0.6608, \"share_within_group\": 0.046183552784418144}, {\"g\": \"h\", \"27.7004\": \"22.3634\", \"total_measure\": 0.6594, \"share_within_group\": 0.04608570627428166}, {\"g\": \"h\", \"27.7004\": \"36.6631\", \"total_measure\": 0.6446, \"share_within_group\": 0.04505132888141031}, {\"g\": \"h\", \"27.7004\": \"13.5508\", \"total_measure\": 0.643, \"share_within_group\": 0.04493950429839719}, {\"g\": \"h\", \"27.7004\": \"2.7539\", \"total_measure\": 0.6398, \"share_within_group\": 0.04471585513237095}, {\"g\": \"h\", \"27.7004\": \"-3.8694\", \"total_measure\": 0.6372, \"share_within_group\": 0.04453414018497463}, {\"g\": \"h\", \"27.7004\": \"18.2895\", \"total_measure\": 0.637, \"share_within_group\": 0.04452016211209799}, {\"g\": \"h\", \"27.7004\": \"21.5306\", \"total_measure\": 0.634, \"share_within_group\": 0.04431049101894839}, {\"g\": \"h\", \"27.7004\": \"-12.1732\", \"total_measure\": 0.631, \"share_within_group\": 0.0441008199257988}, {\"g\": \"h\", \"27.7004\": \"-1.0258\", \"total_measure\": 0.6296, \"share_within_group\": 0.044002973415662325}, {\"g\": \"h\", \"27.7004\": \"-17.7821\", \"total_measure\": 0.6283, \"share_within_group\": 0.04391211594196416}, {\"g\": \"h\", \"27.7004\": \"13.6638\", \"total_measure\": 0.6264, \"share_within_group\": 0.04377932424963608}, {\"g\": \"h\", \"27.7004\": \"5.0085\", \"total_measure\": 0.6232, \"share_within_group\": 0.04355567508360984}, {\"g\": \"h\", \"27.7004\": \"11.1066\", \"total_measure\": 0.6224, \"share_within_group\": 0.043499762792103276}, {\"g\": \"h\", \"27.7004\": \"-264.034\", \"total_measure\": 0.6204, \"share_within_group\": 0.043359982063336876}, {\"g\": \"h\", \"27.7004\": \"-2.4656\", \"total_measure\": 0.6184, \"share_within_group\": 0.04322020133457048}, {\"g\": \"h\", \"27.7004\": \"-9.919\", \"total_measure\": 0.618, \"share_within_group\": 0.0431922451888172}, {\"g\": \"h\", \"27.7004\": \"8.9765\", \"total_measure\": 0.6159, \"share_within_group\": 0.04304547542361249}, {\"g\": \"h\", \"27.7004\": \"4.9461\", \"total_measure\": 0.6158, \"share_within_group\": 0.04303848638717417}, {\"g\": \"h\", \"27.7004\": \"-2.4848\", \"total_measure\": 0.615, \"share_within_group\": 0.04298257409566761}, {\"g\": \"h\", \"27.7004\": \"2.5201\", \"total_measure\": 0.6143000000000001, \"share_within_group\": 0.04293365084059937}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 67.29}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..013c2e6854db44e67c1ae84ce1c7adbefc105188 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:32:38.655357+00:00", + "ended_at": "2026-05-19T15:32:56.354885+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_570fbf350f84b077", + "problem_id": "v2p_n11_e83bf52681dbcaf6", + "dataset_id": "n11", + "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=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "item_col": "27.7004", + "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": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_570fbf350f84b077.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_570fbf350f84b077", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 12032, + "output_tokens": 587, + "total_tokens": 15172, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17627.69, + "sql_execution_elapsed_ms_total": 67.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0025bdb58fa7279bb96a827e084b31e75d933ed0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:56.285469+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": 17627.69, "started_at": "2026-05-19T15:32:38.656945+00:00", "ended_at": "2026-05-19T15:32:56.284661+00:00", "prompt_metrics": {"chars": 7470, "bytes_utf8": 7470, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 543, "bytes_utf8": 543, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14585, "cached_input_tokens": 12032, "output_tokens": 587, "reasoning_output_tokens": 411}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"27.7004\\\",\\n SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"0.1982\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"0.1982\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"27.7004\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned Within-Group Share of Total template with group_col=\\\"g\\\" and item_col=\\\"27.7004\\\". Since \\\"0.1982\\\" is stored as TEXT in SQLite, it is cast to REAL before aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0b7a9a0c11786b9e5bc16673ab68dbe56c4d73ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_570fbf350f84b077", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 12032, + "output_tokens": 587, + "total_tokens": 15172, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17627.69, + "sql_execution_elapsed_ms_total": 67.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2691de979c8aa87722b773410f9a23da108a48b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/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=g, measure_col=40.092. +Result preview: [{"g": "h", "avg_measure": 43.985233208732055}, {"g": "g", "avg_measure": 18.78258124239721}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..65cda9ab400e880bf798285b6fa9830ecea2d817 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_592767a0755e53a8 +-- problem_id: v2p_n11_f7876c0b1114527f +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("40.092" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60645eee155ca8eaceeca230be0575bb52da9faa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/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 \"g\",\n AVG(CAST(\"40.092\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"40.092\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 43.985233208732055}, {\"g\": \"g\", \"avg_measure\": 18.78258124239721}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 36.45}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6eef747fb37956a8ab9c6101931cbbb05d01f4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:39:41.885303+00:00", + "ended_at": "2026-05-19T15:39:50.307823+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_592767a0755e53a8", + "problem_id": "v2p_n11_f7876c0b1114527f", + "dataset_id": "n11", + "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=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=48" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_b/n11/sql/v2q_n11_592767a0755e53a8.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_592767a0755e53a8", + "api_calls": 0, + "input_tokens": 14474, + "cached_input_tokens": 13696, + "output_tokens": 284, + "total_tokens": 14758, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8381.98, + "sql_execution_elapsed_ms_total": 36.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b0039a2ed5a3576cb1f763f663111017dd621ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:50.269890+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": 8381.98, "started_at": "2026-05-19T15:39:41.887087+00:00", "ended_at": "2026-05-19T15:39:50.269095+00:00", "prompt_metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14474, "cached_input_tokens": 13696, "output_tokens": 284, "reasoning_output_tokens": 184}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"40.092\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". Cast the measure to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a2ef412fe2636af99ef2983cfeede734a7bcda9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_592767a0755e53a8", + "api_calls": 0, + "input_tokens": 14474, + "cached_input_tokens": 13696, + "output_tokens": 284, + "total_tokens": 14758, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8381.98, + "sql_execution_elapsed_ms_total": 36.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e25ecbe099bbfcddfd96fcbf0b49259db1a79e1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/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=81.8828. +Result preview: [{"empirical_cdf_at_threshold": 0.7499868552500132}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..211d4096836b8fb2270bb0f47eef62537ec2d499 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_5998c8a1240062b6 +-- problem_id: v2p_n11_c3fcedfa735175e4 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("81.8828" AS REAL) <= 240.56455 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n11"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38accff11afd60e1dc857538c420dfd8f00f9130 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/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(\"81.8828\" AS REAL) <= 240.56455 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"81.8828\\\" AS REAL) <= 240.56455 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499868552500132}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.08}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a0eae54bc58280a5750207dd4c710b4f35bfa04b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:00:38.237752+00:00", + "ended_at": "2026-05-19T16:00:52.506828+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5998c8a1240062b6", + "problem_id": "v2p_n11_c3fcedfa735175e4", + "dataset_id": "n11", + "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=81.8828.", + "bindings": { + "measure_col": "81.8828", + "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": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_5998c8a1240062b6.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5998c8a1240062b6", + "api_calls": 0, + "input_tokens": 14457, + "cached_input_tokens": 12032, + "output_tokens": 298, + "total_tokens": 14755, + "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": 13258.15, + "sql_execution_elapsed_ms_total": 5.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..777bcee9fd387b81a90184bb63656e1a2da48f8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:00:41.454850+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3214.65, "started_at": "2026-05-19T16:00:38.239486+00:00", "ended_at": "2026-05-19T16:00:41.454163+00:00", "prompt_metrics": {"chars": 7019, "bytes_utf8": 7019, "lines": 226, "estimated_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-be7e-77c0-a877-8610725a113e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:00:52.500447+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": 10043.5, "started_at": "2026-05-19T16:00:42.456186+00:00", "ended_at": "2026-05-19T16:00:52.499734+00:00", "prompt_metrics": {"chars": 7019, "bytes_utf8": 7019, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14457, "cached_input_tokens": 12032, "output_tokens": 298, "reasoning_output_tokens": 188}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"81.8828\\\" AS REAL) <= 240.56455 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n11\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col bound to \\\"81.8828\\\" and threshold fixed at 240.56455. Cast the TEXT column to REAL for numeric comparison in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8a2c46ee1b99f649ec34730b5f261bdfae9561af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5998c8a1240062b6", + "api_calls": 0, + "input_tokens": 14457, + "cached_input_tokens": 12032, + "output_tokens": 298, + "total_tokens": 14755, + "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": 13258.15, + "sql_execution_elapsed_ms_total": 5.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5998c8a1240062b6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a072fad0d6616f5793b7a638128c9ebbd23314a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/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": "2026-05-19T16:00:06.813025+00:00", + "ended_at": "2026-05-19T16:00:09.616224+00:00", + "elapsed_ms": 2803.17, + "returncode": 1, + "prompt_metrics": { + "chars": 7299, + "bytes_utf8": 7299, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..22fb00c9e21f388fd5906777e5f9c904464c80f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/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": "2026-05-19T16:00:10.618193+00:00", + "ended_at": "2026-05-19T16:00:13.728758+00:00", + "elapsed_ms": 3110.53, + "returncode": 1, + "prompt_metrics": { + "chars": 7299, + "bytes_utf8": 7299, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebcfddbadc4af6d37478d2a6e21fd0718ef97f40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "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": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebcfddbadc4af6d37478d2a6e21fd0718ef97f40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "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": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e96fc44dde9bbbec2bcbc491c3c44e7b3ab01cbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-43c2-77a3-9f97-7f2c9535320b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd2091d5f7a0453492d5005c073bac73c8b52610 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-43c2-77a3-9f97-7f2c9535320b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..588f00c30803fc50ac103f307f2cc25ecdbb9a79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-5292-7000-a3b2-0276732b965b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dffa95c4d6f3b6dc71a5603fb66033e832c50196 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-5292-7000-a3b2-0276732b965b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..acfc72e7285b43e99671446e23581af808c2c9e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/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": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 4480, "output_tokens": 313, "reasoning_output_tokens": 209}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4a86c35e6549bc70628ac3e282e8652eef8b2613 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5c59c8e6d5909aaa", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 4480, + "output_tokens": 313, + "total_tokens": 14778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9215.77, + "sql_execution_elapsed_ms_total": 8.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6f83cd4908eaefc0f5582578ffb8b3587c5549b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/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": "2026-05-19T15:28:26.383096+00:00", + "ended_at": "2026-05-19T15:28:35.598900+00:00", + "elapsed_ms": 9215.77, + "prompt_metrics": { + "chars": 7070, + "bytes_utf8": 7070, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 721, + "bytes_utf8": 721, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 360, + "bytes_utf8": 360, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14465, + "cached_input_tokens": 4480, + "output_tokens": 313, + "reasoning_output_tokens": 209 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46489709e64b292902cdc1f84de7deb3154c1ae0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "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": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c49495becd9b0084d4379e8937cb48955ae4fc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-4403-70b3-a789-7f4cfe34160f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the provided grouped numeric sum template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". CAST to REAL is included because the schema stores this numeric field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14465,"cached_input_tokens":4480,"output_tokens":313,"reasoning_output_tokens":209}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff7e6a0478b218b938e5db2283cb23f841f6e99b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/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=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c56a73ca6864de4600d6b7245fbe5de102c7ba9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_5f77049f52abd7d9 +-- problem_id: v2p_n11_622cb5756aef5c36 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2fdbcb8e502627fceaea7304d807021edd5ebceb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/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 \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.8}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4abcef370609a3ac93e3f93d2d3d50bd40e66f3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:59:55.505054+00:00", + "ended_at": "2026-05-19T16:00:06.811016+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5f77049f52abd7d9", + "problem_id": "v2p_n11_622cb5756aef5c36", + "dataset_id": "n11", + "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=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "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": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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_b/n11/sql/v2q_n11_5f77049f52abd7d9.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5f77049f52abd7d9", + "api_calls": 0, + "input_tokens": 14519, + "cached_input_tokens": 12032, + "output_tokens": 259, + "total_tokens": 14778, + "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": 10294.46, + "sql_execution_elapsed_ms_total": 5.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23d42e90a02f733aa32bf7c73ee30869da7fd5c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:59:58.426849+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2919.0, "started_at": "2026-05-19T15:59:55.507145+00:00", "ended_at": "2026-05-19T15:59:58.426178+00:00", "prompt_metrics": {"chars": 7292, "bytes_utf8": 7292, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f7-177f-7a83-9e0b-043192e8cbf6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:00:06.803828+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": 7375.46, "started_at": "2026-05-19T15:59:59.427596+00:00", "ended_at": "2026-05-19T16:00:06.803096+00:00", "prompt_metrics": {"chars": 7292, "bytes_utf8": 7292, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14519, "cached_input_tokens": 12032, "output_tokens": 259, "reasoning_output_tokens": 154}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\", condition_col=\\\"g\\\", and condition_value='g' on the single table \\\"n11\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..037ec9934154b3be3bd8a13ababa9f13d4bf28ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5f77049f52abd7d9", + "api_calls": 0, + "input_tokens": 14519, + "cached_input_tokens": 12032, + "output_tokens": 259, + "total_tokens": 14778, + "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": 10294.46, + "sql_execution_elapsed_ms_total": 5.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c23e53d96a10c543386e32cf7b38fd9aaf1f566 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/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=g, measure_col=2.6449. +Result preview: [{"g": "g", "total_measure": 34329.9059}, {"g": "h", "total_measure": 19399.2718}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f4a18d746d6306be6e582ce5d8e2cb9e8912883 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_60d675e03809591f +-- problem_id: v2p_n11_5b11a40a8ef4e5a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7f27a78424b86c921bdca7f56723883f634dac5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/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 \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 34329.9059}, {\"g\": \"h\", \"total_measure\": 19399.2718}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.9}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..077c81e3e7b50c5aa89535b2a8435ae1200218c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:29:00.111735+00:00", + "ended_at": "2026-05-19T15:29:07.656661+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_60d675e03809591f", + "problem_id": "v2p_n11_5b11a40a8ef4e5a2", + "dataset_id": "n11", + "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=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_60d675e03809591f.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_60d675e03809591f", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 285, + "total_tokens": 14750, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7526.78, + "sql_execution_elapsed_ms_total": 12.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc7c4292b540d7ee778730f22fbacbd51ca797f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:07.641449+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": 7526.78, "started_at": "2026-05-19T15:29:00.113511+00:00", "ended_at": "2026-05-19T15:29:07.640327+00:00", "prompt_metrics": {"chars": 7065, "bytes_utf8": 7065, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 353, "bytes_utf8": 353, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12032, "output_tokens": 285, "reasoning_output_tokens": 181}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the grouped numeric sum template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". The measure column is stored as TEXT in SQLite, so it is cast to REAL before summation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b4487423c0c55aabd5db358f1d14ff346a1aa68a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_60d675e03809591f", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 285, + "total_tokens": 14750, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7526.78, + "sql_execution_elapsed_ms_total": 12.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_60d675e03809591f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1db2eb4d584e0028d9db11f4e5575628a2849d2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/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=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b99054e457e48eb1627fcac24d7083611be2ce7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_665de459d1c3930b +-- problem_id: v2p_n11_5f58a13fe38631e5 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + 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_b/n11/artifacts/v2q_n11_665de459d1c3930b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d19542f6988d5f6f0f6e683ee0cb490ce8f46530 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/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 \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\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 \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.39}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6e566a6769972721ef9a3961b8787746cf337018 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:38:56.567317+00:00", + "ended_at": "2026-05-19T15:39:13.131251+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_665de459d1c3930b", + "problem_id": "v2p_n11_5f58a13fe38631e5", + "dataset_id": "n11", + "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=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "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": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_665de459d1c3930b.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_665de459d1c3930b", + "api_calls": 0, + "input_tokens": 14667, + "cached_input_tokens": 13696, + "output_tokens": 582, + "total_tokens": 15249, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16552.73, + "sql_execution_elapsed_ms_total": 6.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de7496b4fab0e03b4b9ab4d081785e8a84ce80b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:13.123388+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": 16552.73, "started_at": "2026-05-19T15:38:56.569861+00:00", "ended_at": "2026-05-19T15:39:13.122633+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 725, "bytes_utf8": 725, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14667, "cached_input_tokens": 13696, "output_tokens": 582, "reasoning_output_tokens": 381}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\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 group_col=\\\"g\\\" and condition_col=\\\"g\\\" exactly as bound. Because the grouping column and condition column are the same, groups where \\\"g\\\"='g' will have a zero denominator and yield NULL, while the \\\"h\\\" group yields 0.0.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b6dbb95178bf89b8db759d25b0749f28504b6e3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_665de459d1c3930b", + "api_calls": 0, + "input_tokens": 14667, + "cached_input_tokens": 13696, + "output_tokens": 582, + "total_tokens": 15249, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16552.73, + "sql_execution_elapsed_ms_total": 6.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f5598b93c499508dfa583d379cdac509487c2e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/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=g, measure_col=0.1982. +Result preview: [{"g": "g", "total_measure": 2651.7681}, {"g": "h", "total_measure": 1430.8124}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0decc4279d4a1aba291b90c38b195d8ce5acd2b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_67f057ac3e931e52 +-- problem_id: v2p_n11_fb85d1ebe0396056 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..36aabbc177ddd4c499fd132f5b78af4ea0552129 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/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 \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 2651.7681}, {\"g\": \"h\", \"total_measure\": 1430.8124}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.06}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..23c3ee1c6b4d2de596ee300575f4464965fdce51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:29:31.490485+00:00", + "ended_at": "2026-05-19T15:29:50.237214+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_67f057ac3e931e52", + "problem_id": "v2p_n11_fb85d1ebe0396056", + "dataset_id": "n11", + "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=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "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": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=4" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_67f057ac3e931e52.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_67f057ac3e931e52", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 319, + "total_tokens": 14784, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18732.77, + "sql_execution_elapsed_ms_total": 10.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..027dc5950f80fcbd3c1868cd7f40674e3df9df8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:50.225644+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": 18732.77, "started_at": "2026-05-19T15:29:31.491922+00:00", "ended_at": "2026-05-19T15:29:50.224718+00:00", "prompt_metrics": {"chars": 7065, "bytes_utf8": 7065, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 343, "bytes_utf8": 343, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12032, "output_tokens": 319, "reasoning_output_tokens": 218}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". The measure is CAST to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0df894fa416f72bbae64237a35a8f19398e67e85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_67f057ac3e931e52", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 319, + "total_tokens": 14784, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18732.77, + "sql_execution_elapsed_ms_total": 10.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9ba7e8fd6368476752542b8de3ceb7079c5bafa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b95838f5d647c81255c1fc65fa0b47747b5b7c63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_6828eb923a8854c7 +-- problem_id: v2p_n11_6c3d3542399b1c96 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n11" +GROUP BY "g" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e67f75c8fd0c74dbb6e3c73589d0944c4bd471d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/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 \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.13}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..43d95213baf3d72650b5dfd9917de69f53c5a867 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:58:51.594013+00:00", + "ended_at": "2026-05-19T15:59:00.808660+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_6828eb923a8854c7", + "problem_id": "v2p_n11_6c3d3542399b1c96", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "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": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_6828eb923a8854c7.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6828eb923a8854c7", + "api_calls": 0, + "input_tokens": 14519, + "cached_input_tokens": 12032, + "output_tokens": 369, + "total_tokens": 14888, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9194.35, + "sql_execution_elapsed_ms_total": 13.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc8944dfece434cc8f6ef309a045d6cd65ceb929 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:59:00.792382+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": 9194.35, "started_at": "2026-05-19T15:58:51.596318+00:00", "ended_at": "2026-05-19T15:59:00.790708+00:00", "prompt_metrics": {"chars": 7302, "bytes_utf8": 7302, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14519, "cached_input_tokens": 12032, "output_tokens": 369, "reasoning_output_tokens": 256}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the required template with group_col=\\\"g\\\" and condition_col=\\\"g\\\". This measures, for each target class, the fraction of rows in that class where g='h'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..513e2db977cd5c73ad35709426a80954f7a07238 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6828eb923a8854c7", + "api_calls": 0, + "input_tokens": 14519, + "cached_input_tokens": 12032, + "output_tokens": 369, + "total_tokens": 14888, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9194.35, + "sql_execution_elapsed_ms_total": 13.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..307a4d7feb9c3949e6ec781797641926a7eba6fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "g", "avg_measure": 3.2346691265915175}, {"g": "h", "avg_measure": -18.287110989832538}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d409792ced4e354f1170d6c77244a23915841b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_691021b2d6508fa8 +-- problem_id: v2p_n11_cec79549281b8b18 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("27.7004" AS REAL)) OVER (PARTITION BY "g") AS "avg_measure" +FROM "n11" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2d41ddb891aeef3a194ebfb9c8eb6cf8a8e701a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/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 \"g\",\n AVG(CAST(\"27.7004\" AS REAL)) OVER (PARTITION BY \"g\") AS \"avg_measure\"\nFROM \"n11\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"27.7004\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n11\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 3.2346691265915175}, {\"g\": \"h\", \"avg_measure\": -18.287110989832538}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 33.89}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6dcb18068fb4c9cdb16e43d7c84a7854019de7b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:42:08.933022+00:00", + "ended_at": "2026-05-19T15:42:16.749385+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_691021b2d6508fa8", + "problem_id": "v2p_n11_cec79549281b8b18", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "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": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=55" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_b/n11/sql/v2q_n11_691021b2d6508fa8.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_691021b2d6508fa8", + "api_calls": 0, + "input_tokens": 14476, + "cached_input_tokens": 13696, + "output_tokens": 285, + "total_tokens": 14761, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7777.32, + "sql_execution_elapsed_ms_total": 33.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42d90f8765c5a78a187d816600286bd936f0e2ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:16.713740+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": 7777.32, "started_at": "2026-05-19T15:42:08.935598+00:00", "ended_at": "2026-05-19T15:42:16.712953+00:00", "prompt_metrics": {"chars": 7155, "bytes_utf8": 7155, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14476, "cached_input_tokens": 13696, "output_tokens": 285, "reasoning_output_tokens": 177}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"27.7004\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n11\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Applied the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..62ac3804ca4c1c66e6c000a3e37219b88ba3d957 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_691021b2d6508fa8", + "api_calls": 0, + "input_tokens": 14476, + "cached_input_tokens": 13696, + "output_tokens": 285, + "total_tokens": 14761, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7777.32, + "sql_execution_elapsed_ms_total": 33.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_697bb7daf5e62740/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_697bb7daf5e62740/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5f0052f3133c13b2612bd9a0edabbb08857f624 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_697bb7daf5e62740/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"0.3918": "0.6", "support": 16, "avg_response": 21.657487500000002}, {"0.3918": "0.2979", "support": 12, "avg_response": 66.17212500000001}, {"0.3918": "0.4", "support": 12, "avg_response": 34.36485}, {"0.3918": "0.4116", "support": 12, "avg_response": 26.76946666666667}, {"0.3918": "0.193", "support": 11, "avg_response": 93.23289999999999}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_697bb7daf5e62740/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_697bb7daf5e62740/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a521c2416d4b7150331d3146c9dd31fdbbc986ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_697bb7daf5e62740/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_697bb7daf5e62740 +-- problem_id: v2p_n11_0babe971bfa5dd3c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.3918", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "0.3918" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_697bb7daf5e62740/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_697bb7daf5e62740/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e70dc017fbf82918a2531a5600c65e71742539c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_697bb7daf5e62740/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_b\n-- sql_source_dataset_id: n11\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_n11_697bb7daf5e62740\n-- problem_id: v2p_n11_0babe971bfa5dd3c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"0.3918\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"0.3918\"\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_b\\n-- sql_source_dataset_id: n11\\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_n11_697bb7daf5e62740\\n-- problem_id: v2p_n11_0babe971bfa5dd3c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"0.3918\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"0.3918\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"0.3918\", \"support\", \"avg_response\"], \"rows\": [{\"0.3918\": \"0.6\", \"support\": 16, \"avg_response\": 21.657487500000002}, {\"0.3918\": \"0.2979\", \"support\": 12, \"avg_response\": 66.17212500000001}, {\"0.3918\": \"0.4\", \"support\": 12, \"avg_response\": 34.36485}, {\"0.3918\": \"0.4116\", \"support\": 12, \"avg_response\": 26.76946666666667}, {\"0.3918\": \"0.193\", \"support\": 11, \"avg_response\": 93.23289999999999}, {\"0.3918\": \"0.2175\", \"support\": 11, \"avg_response\": 86.28446363636364}, {\"0.3918\": \"0.2214\", \"support\": 11, \"avg_response\": 66.14335454545454}, {\"0.3918\": \"0.2408\", \"support\": 11, \"avg_response\": 61.24880909090909}, {\"0.3918\": \"0.5\", \"support\": 11, \"avg_response\": 27.25920909090909}, {\"0.3918\": \"0.6154\", \"support\": 11, \"avg_response\": 26.1946}, {\"0.3918\": \"0.1876\", \"support\": 10, \"avg_response\": 87.83070000000001}, {\"0.3918\": \"0.2802\", \"support\": 10, \"avg_response\": 83.17123000000001}, {\"0.3918\": \"0.2457\", \"support\": 10, \"avg_response\": 81.96488000000001}, {\"0.3918\": \"0.1599\", \"support\": 10, \"avg_response\": 78.34446}, {\"0.3918\": \"0.1777\", \"support\": 10, \"avg_response\": 76.48337000000001}, {\"0.3918\": \"0.2689\", \"support\": 10, \"avg_response\": 74.35511}, {\"0.3918\": \"0.1854\", \"support\": 10, \"avg_response\": 73.76565000000001}, {\"0.3918\": \"0.1951\", \"support\": 10, \"avg_response\": 68.08572000000001}, {\"0.3918\": \"0.2627\", \"support\": 10, \"avg_response\": 62.614779999999996}, {\"0.3918\": \"0.2598\", \"support\": 10, \"avg_response\": 62.50661}, {\"0.3918\": \"0.2313\", \"support\": 10, \"avg_response\": 61.96032}, {\"0.3918\": \"0.312\", \"support\": 10, \"avg_response\": 60.61926999999999}, {\"0.3918\": \"0.3846\", \"support\": 10, \"avg_response\": 58.91462}, {\"0.3918\": \"0.2876\", \"support\": 10, \"avg_response\": 56.33392}, {\"0.3918\": \"0.2857\", \"support\": 10, \"avg_response\": 55.99759}, {\"0.3918\": \"0.2562\", \"support\": 10, \"avg_response\": 54.12023000000001}, {\"0.3918\": \"0.3108\", \"support\": 10, \"avg_response\": 52.248659999999994}, {\"0.3918\": \"0.3979\", \"support\": 10, \"avg_response\": 37.97311}, {\"0.3918\": \"0.4709\", \"support\": 10, \"avg_response\": 25.916320000000002}, {\"0.3918\": \"0.5012\", \"support\": 10, \"avg_response\": 22.71235}, {\"0.3918\": \"0.5714\", \"support\": 10, \"avg_response\": 21.8881}, {\"0.3918\": \"0.6667\", \"support\": 10, \"avg_response\": 20.77586}, {\"0.3918\": \"0.1688\", \"support\": 9, \"avg_response\": 104.10573333333333}, {\"0.3918\": \"0.1805\", \"support\": 9, \"avg_response\": 102.64676666666668}, {\"0.3918\": \"0.2183\", \"support\": 9, \"avg_response\": 89.5642}, {\"0.3918\": \"0.2217\", \"support\": 9, \"avg_response\": 82.3487}, {\"0.3918\": \"0.2063\", \"support\": 9, \"avg_response\": 81.53921111111111}, {\"0.3918\": \"0.1969\", \"support\": 9, \"avg_response\": 79.51242222222223}, {\"0.3918\": \"0.1947\", \"support\": 9, \"avg_response\": 75.03491111111111}, {\"0.3918\": \"0.269\", \"support\": 9, \"avg_response\": 73.9397888888889}, {\"0.3918\": \"0.1812\", \"support\": 9, \"avg_response\": 73.77587777777778}, {\"0.3918\": \"0.212\", \"support\": 9, \"avg_response\": 70.97097777777778}, {\"0.3918\": \"0.2384\", \"support\": 9, \"avg_response\": 70.93647777777778}, {\"0.3918\": \"0.319\", \"support\": 9, \"avg_response\": 67.61361111111111}, {\"0.3918\": \"0.2336\", \"support\": 9, \"avg_response\": 66.36895555555556}, {\"0.3918\": \"0.2649\", \"support\": 9, \"avg_response\": 64.57350000000001}, {\"0.3918\": \"0.2665\", \"support\": 9, \"avg_response\": 64.04227777777777}, {\"0.3918\": \"0.2087\", \"support\": 9, \"avg_response\": 63.24728888888889}, {\"0.3918\": \"0.3675\", \"support\": 9, \"avg_response\": 61.179122222222226}, {\"0.3918\": \"0.2705\", \"support\": 9, \"avg_response\": 58.23417777777778}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.11}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_697bb7daf5e62740/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_697bb7daf5e62740/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..726cba8dd28977f8fa02c68022f16119fa7bc1a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_697bb7daf5e62740/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:06:31.479896+00:00", + "ended_at": "2026-05-19T16:06:31.494800+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_697bb7daf5e62740", + "problem_id": "v2p_n11_0babe971bfa5dd3c", + "dataset_id": "n11", + "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=28.7967, key_col=0.3918.", + "bindings": { + "key_col": "0.3918", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_697bb7daf5e62740.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_b/n11/artifacts/v2q_n11_697bb7daf5e62740/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_697bb7daf5e62740/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_697bb7daf5e62740/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_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..544db3bb92c2cdea30d40f31872b0af35095bbdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:05:19.244649+00:00", + "ended_at": "2026-05-19T16:05:27.113476+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_6a5d8dfd5622be1a", + "problem_id": "v2p_n11_e2ebf6fc6c05b541", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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 Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "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": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1ae081ec396e3d89aee287ff7819fe7477a2f6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:22.805448+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3558.15, "started_at": "2026-05-19T16:05:19.246477+00:00", "ended_at": "2026-05-19T16:05:22.804655+00:00", "prompt_metrics": {"chars": 7238, "bytes_utf8": 7238, "lines": 228, "estimated_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-07f9-7320-85ad-555df5162c56\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:27.113382+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3305.61, "started_at": "2026-05-19T16:05:23.806963+00:00", "ended_at": "2026-05-19T16:05:27.112605+00:00", "prompt_metrics": {"chars": 7238, "bytes_utf8": 7238, "lines": 228, "estimated_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-19f1-77a0-848f-a235f9a40025\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..65cc3a97005a9d84e5247ce02abb095510d49bf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/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=g, measure_col=16.0021. +Result preview: [{"g": "h", "percentile_measure": 86.27248999999998}, {"g": "g", "percentile_measure": 34.235600000000005}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..02249078d406b9f7c16dad2346862317eb253ba5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/generated_sql.sql @@ -0,0 +1,55 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_6a947b37e5596f37 +-- problem_id: v2p_n11_7caf1b08c883cdd3 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "g", + CAST("16.0021" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("16.0021" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "16.0021" IS NOT NULL +), +"pos" AS ( + SELECT DISTINCT + "g", + 1.0 + ("cnt" - 1) * 0.95 AS "pos", + CAST(1.0 + ("cnt" - 1) * 0.95 AS INT) AS "lo", + CAST(1.0 + ("cnt" - 1) * 0.95 AS INT) + CASE + WHEN (1.0 + ("cnt" - 1) * 0.95) > CAST(1.0 + ("cnt" - 1) * 0.95 AS INT) THEN 1 + ELSE 0 + END AS "hi" + FROM "base" +) +SELECT + "pos"."g", + CASE + WHEN "pos"."lo" = "pos"."hi" THEN MAX(CASE WHEN "base"."rn" = "pos"."lo" THEN "base"."measure" END) + ELSE MAX(CASE WHEN "base"."rn" = "pos"."lo" THEN "base"."measure" END) * ("pos"."hi" - "pos"."pos") + + MAX(CASE WHEN "base"."rn" = "pos"."hi" THEN "base"."measure" END) * ("pos"."pos" - "pos"."lo") + END AS "percentile_measure" +FROM "pos" +JOIN "base" + ON "base"."g" = "pos"."g" +GROUP BY + "pos"."g", + "pos"."pos", + "pos"."lo", + "pos"."hi" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fb01efbec477c71dd9dd6f568d47eebd1adc801 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"g\",\n CAST(\"16.0021\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"16.0021\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"16.0021\" IS NOT NULL\n),\n\"pos\" AS (\n SELECT DISTINCT\n \"g\",\n 1.0 + (\"cnt\" - 1) * 0.95 AS \"pos\",\n CAST(1.0 + (\"cnt\" - 1) * 0.95 AS INT) AS \"lo\",\n CAST(1.0 + (\"cnt\" - 1) * 0.95 AS INT) + CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.95) > CAST(1.0 + (\"cnt\" - 1) * 0.95 AS INT) THEN 1\n ELSE 0\n END AS \"hi\"\n FROM \"base\"\n)\nSELECT\n \"pos\".\"g\",\n CASE\n WHEN \"pos\".\"lo\" = \"pos\".\"hi\" THEN MAX(CASE WHEN \"base\".\"rn\" = \"pos\".\"lo\" THEN \"base\".\"measure\" END)\n ELSE MAX(CASE WHEN \"base\".\"rn\" = \"pos\".\"lo\" THEN \"base\".\"measure\" END) * (\"pos\".\"hi\" - \"pos\".\"pos\")\n + MAX(CASE WHEN \"base\".\"rn\" = \"pos\".\"hi\" THEN \"base\".\"measure\" END) * (\"pos\".\"pos\" - \"pos\".\"lo\")\n END AS \"percentile_measure\"\nFROM \"pos\"\nJOIN \"base\"\n ON \"base\".\"g\" = \"pos\".\"g\"\nGROUP BY\n \"pos\".\"g\",\n \"pos\".\"pos\",\n \"pos\".\"lo\",\n \"pos\".\"hi\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"16.0021\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"16.0021\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"16.0021\\\" IS NOT NULL\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"g\\\",\\n 1.0 + (\\\"cnt\\\" - 1) * 0.95 AS \\\"pos\\\",\\n CAST(1.0 + (\\\"cnt\\\" - 1) * 0.95 AS INT) AS \\\"lo\\\",\\n CAST(1.0 + (\\\"cnt\\\" - 1) * 0.95 AS INT) + CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.95) > CAST(1.0 + (\\\"cnt\\\" - 1) * 0.95 AS INT) THEN 1\\n ELSE 0\\n END AS \\\"hi\\\"\\n FROM \\\"base\\\"\\n)\\nSELECT\\n \\\"pos\\\".\\\"g\\\",\\n CASE\\n WHEN \\\"pos\\\".\\\"lo\\\" = \\\"pos\\\".\\\"hi\\\" THEN MAX(CASE WHEN \\\"base\\\".\\\"rn\\\" = \\\"pos\\\".\\\"lo\\\" THEN \\\"base\\\".\\\"measure\\\" END)\\n ELSE MAX(CASE WHEN \\\"base\\\".\\\"rn\\\" = \\\"pos\\\".\\\"lo\\\" THEN \\\"base\\\".\\\"measure\\\" END) * (\\\"pos\\\".\\\"hi\\\" - \\\"pos\\\".\\\"pos\\\")\\n + MAX(CASE WHEN \\\"base\\\".\\\"rn\\\" = \\\"pos\\\".\\\"hi\\\" THEN \\\"base\\\".\\\"measure\\\" END) * (\\\"pos\\\".\\\"pos\\\" - \\\"pos\\\".\\\"lo\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"pos\\\"\\nJOIN \\\"base\\\"\\n ON \\\"base\\\".\\\"g\\\" = \\\"pos\\\".\\\"g\\\"\\nGROUP BY\\n \\\"pos\\\".\\\"g\\\",\\n \\\"pos\\\".\\\"pos\\\",\\n \\\"pos\\\".\\\"lo\\\",\\n \\\"pos\\\".\\\"hi\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 86.27248999999998}, {\"g\": \"g\", \"percentile_measure\": 34.235600000000005}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 92.94}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..59116cc8af09b99758e6536fac9053b88a7e5126 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:57:04.505734+00:00", + "ended_at": "2026-05-19T15:57:37.565312+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_6a947b37e5596f37", + "problem_id": "v2p_n11_7caf1b08c883cdd3", + "dataset_id": "n11", + "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=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "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": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_6a947b37e5596f37.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6a947b37e5596f37", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 12032, + "output_tokens": 2386, + "total_tokens": 16889, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32961.69, + "sql_execution_elapsed_ms_total": 92.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc74db5199baf136d3d278a11babf0f2c133185a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:57:37.470522+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": 32961.69, "started_at": "2026-05-19T15:57:04.507600+00:00", "ended_at": "2026-05-19T15:57:37.469322+00:00", "prompt_metrics": {"chars": 7250, "bytes_utf8": 7250, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1564, "bytes_utf8": 1564, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 12032, "output_tokens": 2386, "reasoning_output_tokens": 1813}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"16.0021\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"16.0021\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"16.0021\\\" IS NOT NULL\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"g\\\",\\n 1.0 + (\\\"cnt\\\" - 1) * 0.95 AS \\\"pos\\\",\\n CAST(1.0 + (\\\"cnt\\\" - 1) * 0.95 AS INT) AS \\\"lo\\\",\\n CAST(1.0 + (\\\"cnt\\\" - 1) * 0.95 AS INT) + CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.95) > CAST(1.0 + (\\\"cnt\\\" - 1) * 0.95 AS INT) THEN 1\\n ELSE 0\\n END AS \\\"hi\\\"\\n FROM \\\"base\\\"\\n)\\nSELECT\\n \\\"pos\\\".\\\"g\\\",\\n CASE\\n WHEN \\\"pos\\\".\\\"lo\\\" = \\\"pos\\\".\\\"hi\\\" THEN MAX(CASE WHEN \\\"base\\\".\\\"rn\\\" = \\\"pos\\\".\\\"lo\\\" THEN \\\"base\\\".\\\"measure\\\" END)\\n ELSE MAX(CASE WHEN \\\"base\\\".\\\"rn\\\" = \\\"pos\\\".\\\"lo\\\" THEN \\\"base\\\".\\\"measure\\\" END) * (\\\"pos\\\".\\\"hi"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..acb2bdb6c98c98eb793986666cef8463f075b118 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6a947b37e5596f37", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 12032, + "output_tokens": 2386, + "total_tokens": 16889, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32961.69, + "sql_execution_elapsed_ms_total": 92.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c23e53d96a10c543386e32cf7b38fd9aaf1f566 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/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=g, measure_col=2.6449. +Result preview: [{"g": "g", "total_measure": 34329.9059}, {"g": "h", "total_measure": 19399.2718}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d649ce33478c717c12823b4de8fb8c7e18e7b566 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_6cacdb6f47dc14f7 +-- problem_id: v2p_n11_04fa496e04c2564d +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3513d8280e27dfb05c172e8ef8b890cb6ea5003c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/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 \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 34329.9059}, {\"g\": \"h\", \"total_measure\": 19399.2718}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.51}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..33068d811c874d7fe3ee4682d358b78168f0935d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:28:51.501128+00:00", + "ended_at": "2026-05-19T15:29:00.111166+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_6cacdb6f47dc14f7", + "problem_id": "v2p_n11_04fa496e04c2564d", + "dataset_id": "n11", + "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=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=2" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_6cacdb6f47dc14f7.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6cacdb6f47dc14f7", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 313, + "total_tokens": 14778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8595.6, + "sql_execution_elapsed_ms_total": 9.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db69294023efc233bb234effabf272a25a37a854 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:00.100069+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": 8595.6, "started_at": "2026-05-19T15:28:51.503562+00:00", "ended_at": "2026-05-19T15:29:00.099202+00:00", "prompt_metrics": {"chars": 7064, "bytes_utf8": 7064, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 333, "bytes_utf8": 333, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12032, "output_tokens": 313, "reasoning_output_tokens": 210}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Uses the requested grouped-sum template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". CAST to REAL is needed because the schema stores \\\"2.6449\\\" as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d7f45f0f12582b1d74f8b346238d6b9ff3dad477 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6cacdb6f47dc14f7", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 313, + "total_tokens": 14778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8595.6, + "sql_execution_elapsed_ms_total": 9.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b773d8ef6ea3ed95a5cf47d9431bd5ffaadd671 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/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=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f76a8aad594b70273e88b757bdf7d17e2fff186 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_6d3301ffad7d3256 +-- problem_id: v2p_n11_72ef35812158bfcc +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5597c3d5364b5ea91ed919019b33068a7fde101 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/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 \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.12}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9706e921392f3107f536d9fc3b140c57d12f89a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:30:56.461617+00:00", + "ended_at": "2026-05-19T15:31:06.310644+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_6d3301ffad7d3256", + "problem_id": "v2p_n11_72ef35812158bfcc", + "dataset_id": "n11", + "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=g.", + "bindings": { + "group_col": "g", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=12" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_6d3301ffad7d3256.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6d3301ffad7d3256", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 209, + "total_tokens": 14643, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9830.62, + "sql_execution_elapsed_ms_total": 11.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..597c460f8c1ccd64327f78bb0f49d2794cedd824 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:06.296846+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": 9830.62, "started_at": "2026-05-19T15:30:56.464662+00:00", "ended_at": "2026-05-19T15:31:06.295337+00:00", "prompt_metrics": {"chars": 6978, "bytes_utf8": 6978, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 265, "bytes_utf8": 265, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14434, "cached_input_tokens": 12032, "output_tokens": 209, "reasoning_output_tokens": 138}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned grouped-count template with group_col bound to \\\"g\\\" to measure subgroup count distribution.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2ba6a53ffec1918320ebea4f2ab85bf43ac79756 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6d3301ffad7d3256", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 209, + "total_tokens": 14643, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9830.62, + "sql_execution_elapsed_ms_total": 11.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c9823897ea01e72adc53f4c6f266d52bacd404ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:00.620479+00:00", + "ended_at": "2026-05-19T16:03:03.875241+00:00", + "elapsed_ms": 3254.73, + "returncode": 1, + "prompt_metrics": { + "chars": 7059, + "bytes_utf8": 7059, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7f1cb861036faa0cb90d78f5f2b8e82fdb3ccee4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/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": "2026-05-19T16:03:04.876817+00:00", + "ended_at": "2026-05-19T16:03:07.904552+00:00", + "elapsed_ms": 3027.7, + "returncode": 1, + "prompt_metrics": { + "chars": 7059, + "bytes_utf8": 7059, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92682a791cdad4edbe51f65198a53b14d080d9ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "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": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..92682a791cdad4edbe51f65198a53b14d080d9ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "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": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2376fc3cd01d79c0f4d2dee708aeb5f20f2de57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-ea78-7793-b011-d5dcfb9b6a80"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bb7ec074e231b76f7298ed5f1da48a00c4b4fa5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-ea78-7793-b011-d5dcfb9b6a80"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..46947acce1ce7ef7d013afc6401bcf4774fe7229 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-fb3a-70a1-beae-a72c36e5b76c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0943f483b57c4333c3cf48493004f07e632b68e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-fb3a-70a1-beae-a72c36e5b76c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c799b6bb0ced9a51fb9f5fceb21fac2e45d8926 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7066, "bytes_utf8": 7066, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 347, "bytes_utf8": 347, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12032, "output_tokens": 320, "reasoning_output_tokens": 213}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..52e7a4eee9a60a21fd0460c334be76615a983d12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_720cc3ec7773abc0", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 320, + "total_tokens": 14785, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8329.09, + "sql_execution_elapsed_ms_total": 10.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6756b4c69672fd46c94b72375ba4e10617227ed3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/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": "2026-05-19T15:29:15.064853+00:00", + "ended_at": "2026-05-19T15:29:23.393976+00:00", + "elapsed_ms": 8329.09, + "prompt_metrics": { + "chars": 7066, + "bytes_utf8": 7066, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 713, + "bytes_utf8": 713, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 347, + "bytes_utf8": 347, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 320, + "reasoning_output_tokens": 213 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52b85f9be6f47e97790d88b268a9d74a7f71dfb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "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": 0.4424, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e805bc396d598d0331757b75a3ac4a818ab0e4c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-022e-78a2-af10-d36d56db88a6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". Cast \\\"0.3918\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14465,"cached_input_tokens":12032,"output_tokens":320,"reasoning_output_tokens":213}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dd17ef3a999aad942a53282abc820d554b7a928 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS \"total_measure\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"total_measure\" DESC;","notes":"Used the planned Grouped Numeric Sum template with group_col=\"g\" and measure_col=\"0.3918\". Cast \"0.3918\" from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee795afbc9276af1ffa887aba3abe8c9a9aece20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/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=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..055965918429e970832c0c1852fc28040f896dbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_73661fd35e4cc351 +-- problem_id: v2p_n11_032368a3ecaf16c5 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47d48d53b6b06173479700cfb9392ac1cf8de92f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/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 \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.5}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..640305a34d51463ac1ad18cde9423022fc12ce6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:59:30.483293+00:00", + "ended_at": "2026-05-19T15:59:45.365780+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_73661fd35e4cc351", + "problem_id": "v2p_n11_032368a3ecaf16c5", + "dataset_id": "n11", + "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=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "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": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_73661fd35e4cc351.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_73661fd35e4cc351", + "api_calls": 0, + "input_tokens": 14520, + "cached_input_tokens": 13696, + "output_tokens": 331, + "total_tokens": 14851, + "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": 13868.96, + "sql_execution_elapsed_ms_total": 5.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f4a03908ad8046277297739c3f23a49fc4a1ac3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:59:33.854456+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3367.09, "started_at": "2026-05-19T15:59:30.486213+00:00", "ended_at": "2026-05-19T15:59:33.853342+00:00", "prompt_metrics": {"chars": 7306, "bytes_utf8": 7306, "lines": 231, "estimated_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-b5d6-74f2-998d-9b2ad368fbec\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:59:45.358865+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": 10501.87, "started_at": "2026-05-19T15:59:34.856241+00:00", "ended_at": "2026-05-19T15:59:45.358161+00:00", "prompt_metrics": {"chars": 7306, "bytes_utf8": 7306, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 475, "bytes_utf8": 477, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14520, "cached_input_tokens": 13696, "output_tokens": 331, "reasoning_output_tokens": 199}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required template with both group_col and condition_col bound to \\\"g\\\". Because the grouping column and condition column are the same, each group’s rate is deterministic: the 'g' group will have rate 1.0 and any other class value group will have rate 0.0.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5c04b93441d9d497f556f62eb3cb55e2553c2fb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_73661fd35e4cc351", + "api_calls": 0, + "input_tokens": 14520, + "cached_input_tokens": 13696, + "output_tokens": 331, + "total_tokens": 14851, + "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": 13868.96, + "sql_execution_elapsed_ms_total": 5.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b71cb47ed32df8f203647c98bd9eb1fd1236262 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 806, "bytes_utf8": 806, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14667, "cached_input_tokens": 13696, "output_tokens": 745, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ee7dff78fb118bf504839d33f5ae8963b6fe5a05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_738af8d2aed2fd77", + "api_calls": 0, + "input_tokens": 14667, + "cached_input_tokens": 13696, + "output_tokens": 745, + "total_tokens": 15412, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14828.31, + "sql_execution_elapsed_ms_total": 9.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c4c42561b73a5a198bf8b696ae102c3eedd5c3f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/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": "2026-05-19T15:38:15.105011+00:00", + "ended_at": "2026-05-19T15:38:29.933368+00:00", + "elapsed_ms": 14828.31, + "prompt_metrics": { + "chars": 7861, + "bytes_utf8": 7861, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1217, + "bytes_utf8": 1217, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 806, + "bytes_utf8": 806, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14667, + "cached_input_tokens": 13696, + "output_tokens": 745, + "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_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..122289bc5c51529776d96d2f7fe0db2ff0d1897b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "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": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e96de8777856e743dbc7a36bed6db8809acb801 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-3fcf-7640-81e9-16236b52ed8d"} +{"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 \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Applied the required grouped ratio template with group_col=\\\"g\\\" and condition_col=\\\"g\\\" on the single table \\\"n11\\\", using positive_value='g' and negative_value='h'. Because the grouping column and condition column are the same, groups where \\\"g\\\"='g' will have a zero denominator and yield NULL ratios via NULLIF.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14667,"cached_input_tokens":13696,"output_tokens":745,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b155fa17eb2d416a97451214e3dcec3e624c7ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH \"grouped\" AS (\n SELECT\n \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS \"numerator_count\",\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS \"denominator_count\"\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT\n \"g\",\n CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM \"grouped\"\nORDER BY \"condition_ratio\" DESC;","notes":"Applied the required grouped ratio template with group_col=\"g\" and condition_col=\"g\" on the single table \"n11\", using positive_value='g' and negative_value='h'. Because the grouping column and condition column are the same, groups where \"g\"='g' will have a zero denominator and yield NULL ratios via NULLIF."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c770b5ecc741bdb5613e4a690e46bdbaa9ca7ef9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:01:13.460779+00:00", + "ended_at": "2026-05-19T16:01:20.928241+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_776e8c17d4c70b43", + "problem_id": "v2p_n11_b4ab85d5756827cf", + "dataset_id": "n11", + "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=2.6449.", + "bindings": { + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=112" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6e0d4f7adf1576aed30dca2ba7850aa8f7c172b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:01:16.782460+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3317.99, "started_at": "2026-05-19T16:01:13.463676+00:00", "ended_at": "2026-05-19T16:01:16.781707+00:00", "prompt_metrics": {"chars": 7015, "bytes_utf8": 7015, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-47f8-7d72-adcf-0a6614797188\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:01:20.928157+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3144.23, "started_at": "2026-05-19T16:01:17.783206+00:00", "ended_at": "2026-05-19T16:01:20.927466+00:00", "prompt_metrics": {"chars": 7015, "bytes_utf8": 7015, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-58e0-7830-9ba5-dd61adb5777c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d305ba5fdd3b1ac4de329ed38b47812d45cfaac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7300, "bytes_utf8": 7300, "lines": 231, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7300, "bytes_utf8": 7300, "lines": 231, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14520, "cached_input_tokens": 13696, "output_tokens": 404, "reasoning_output_tokens": 295}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..17232855d9d46d5047296076d8e9ef3974c0ced8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7cf08d833c0e81f8", + "api_calls": 0, + "input_tokens": 14520, + "cached_input_tokens": 13696, + "output_tokens": 404, + "total_tokens": 14924, + "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": 18463.93, + "sql_execution_elapsed_ms_total": 16.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d44497a6b77cd6fd158b325c8e02bef0640ce059 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/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": "2026-05-19T15:59:10.993552+00:00", + "ended_at": "2026-05-19T15:59:14.462784+00:00", + "elapsed_ms": 3469.21, + "returncode": 1, + "prompt_metrics": { + "chars": 7300, + "bytes_utf8": 7300, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2b31ac48ff1e1dba6dc17731e6e0e116254ab8fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:15.464824+00:00", + "ended_at": "2026-05-19T15:59:30.459616+00:00", + "elapsed_ms": 14994.72, + "prompt_metrics": { + "chars": 7300, + "bytes_utf8": 7300, + "lines": 231, + "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": 380, + "bytes_utf8": 380, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14520, + "cached_input_tokens": 13696, + "output_tokens": 404, + "reasoning_output_tokens": 295 + } + }, + "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_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d70a3e36ecd214799e6313241d250f16d1eba6b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "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": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d70a3e36ecd214799e6313241d250f16d1eba6b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "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": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..63cd00f4249bd663177af1f4af3d6135040d5028 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-69a1-73d0-9e3f-d49d065238ea"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7a98deb110dc38851e3091e5cf276420d67a23c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-69a1-73d0-9e3f-d49d065238ea"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..84f734d58e3065ecceac42c76aa9ad9972e275f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-7afd-7b61-9b16-b962d71ff746"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applies the grouped condition-rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", measuring the within-group proportion of rows where \\\"g\\\" = 'h' for each group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14520,"cached_input_tokens":13696,"output_tokens":404,"reasoning_output_tokens":295}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a38b8e528fc35ea639107184dfee0601f0cb6df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applies the grouped condition-rate template with group_col=\"g\" and condition_col=\"g\", measuring the within-group proportion of rows where \"g\" = 'h' for each group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b773d8ef6ea3ed95a5cf47d9431bd5ffaadd671 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/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=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3371e1e4920605d9ebc89aa6a275f5edfa5ecafa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_7d1679041169db75 +-- problem_id: v2p_n11_861cba7c69df5bea +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..023cd2fff23596ebdc22c203802d5080afafc434 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/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 \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.8}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..655dd9e3b9be15588e46a15e57785bba75592273 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:31:06.311847+00:00", + "ended_at": "2026-05-19T15:31:20.206558+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_7d1679041169db75", + "problem_id": "v2p_n11_861cba7c69df5bea", + "dataset_id": "n11", + "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=g.", + "bindings": { + "group_col": "g", + "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": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_7d1679041169db75.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7d1679041169db75", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 172, + "total_tokens": 14606, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13883.19, + "sql_execution_elapsed_ms_total": 5.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea046cb8c97f289dd1b4654a89191930d18fb2e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:20.199209+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": 13883.19, "started_at": "2026-05-19T15:31:06.315103+00:00", "ended_at": "2026-05-19T15:31:20.198338+00:00", "prompt_metrics": {"chars": 6977, "bytes_utf8": 6977, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 269, "bytes_utf8": 269, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14434, "cached_input_tokens": 12032, "output_tokens": 172, "reasoning_output_tokens": 101}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Grouped count by target column \\\"g\\\" using the required template to inspect subgroup size distribution/stability.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..426ea8a09048a848115aeff25f5321e1e6b21621 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7d1679041169db75", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 172, + "total_tokens": 14606, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13883.19, + "sql_execution_elapsed_ms_total": 5.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d958e5b280ce574415a7a3ef836ec22ad973bc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/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=-8.2027. +Result preview: [{"measure_col": 179.851}, {"measure_col": 170.692}, {"measure_col": 163.2697}, {"measure_col": 154.865}, {"measure_col": 143.8753}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ae713e2fc556999c38edb115a240b6fefd4c63b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_7d44091665b2d53c +-- problem_id: v2p_n11_15155852e7b9a196 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("-8.2027" AS REAL) AS "measure_col", + NTILE(10) OVER (ORDER BY CAST("-8.2027" AS REAL) DESC) AS "tail_bucket" + FROM "n11" + WHERE "-8.2027" IS NOT NULL +) +SELECT "measure_col" +FROM buckets +WHERE "tail_bucket" = 1 +ORDER BY "measure_col" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14894ed26852572e67e96050449378f4f8a1b203 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/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(\"-8.2027\" AS REAL) AS \"measure_col\",\n NTILE(10) OVER (ORDER BY CAST(\"-8.2027\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n11\"\n WHERE \"-8.2027\" IS NOT NULL\n)\nSELECT \"measure_col\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"measure_col\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"-8.2027\\\" AS REAL) AS \\\"measure_col\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"-8.2027\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"-8.2027\\\" IS NOT NULL\\n)\\nSELECT \\\"measure_col\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"measure_col\\\" DESC;\", \"columns\": [\"measure_col\"], \"rows\": [{\"measure_col\": 179.851}, {\"measure_col\": 170.692}, {\"measure_col\": 163.2697}, {\"measure_col\": 154.865}, {\"measure_col\": 143.8753}, {\"measure_col\": 139.2361}, {\"measure_col\": 132.589}, {\"measure_col\": 132.388}, {\"measure_col\": 131.5547}, {\"measure_col\": 130.8545}, {\"measure_col\": 130.494}, {\"measure_col\": 127.685}, {\"measure_col\": 127.381}, {\"measure_col\": 125.8172}, {\"measure_col\": 125.381}, {\"measure_col\": 125.301}, {\"measure_col\": 125.1524}, {\"measure_col\": 124.621}, {\"measure_col\": 124.0856}, {\"measure_col\": 122.4618}, {\"measure_col\": 122.2904}, {\"measure_col\": 121.8642}, {\"measure_col\": 121.181}, {\"measure_col\": 120.567}, {\"measure_col\": 120.53}, {\"measure_col\": 120.3763}, {\"measure_col\": 119.928}, {\"measure_col\": 117.371}, {\"measure_col\": 117.31}, {\"measure_col\": 116.7052}, {\"measure_col\": 116.5691}, {\"measure_col\": 114.7321}, {\"measure_col\": 113.4518}, {\"measure_col\": 111.997}, {\"measure_col\": 111.926}, {\"measure_col\": 111.7821}, {\"measure_col\": 110.421}, {\"measure_col\": 110.0008}, {\"measure_col\": 108.551}, {\"measure_col\": 106.1555}, {\"measure_col\": 106.034}, {\"measure_col\": 105.774}, {\"measure_col\": 105.178}, {\"measure_col\": 104.9312}, {\"measure_col\": 104.781}, {\"measure_col\": 104.738}, {\"measure_col\": 104.2935}, {\"measure_col\": 104.014}, {\"measure_col\": 103.814}, {\"measure_col\": 103.3178}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 64.78}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5a347c830ebd214aac2bad0b9829d9b98424cd82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:44:22.305977+00:00", + "ended_at": "2026-05-19T15:44:33.286361+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_7d44091665b2d53c", + "problem_id": "v2p_n11_15155852e7b9a196", + "dataset_id": "n11", + "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=-8.2027.", + "bindings": { + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=67" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_7d44091665b2d53c.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7d44091665b2d53c", + "api_calls": 0, + "input_tokens": 14521, + "cached_input_tokens": 12032, + "output_tokens": 527, + "total_tokens": 15048, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10910.03, + "sql_execution_elapsed_ms_total": 64.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31117972fd2da163aa646dddf532b6fe95b7430d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:33.219664+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": 10910.03, "started_at": "2026-05-19T15:44:22.308132+00:00", "ended_at": "2026-05-19T15:44:33.218201+00:00", "prompt_metrics": {"chars": 7252, "bytes_utf8": 7252, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 618, "bytes_utf8": 618, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14521, "cached_input_tokens": 12032, "output_tokens": 527, "reasoning_output_tokens": 349}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"-8.2027\\\" AS REAL) AS \\\"measure_col\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"-8.2027\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"-8.2027\\\" IS NOT NULL\\n)\\nSELECT \\\"measure_col\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"measure_col\\\" DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to \\\"-8.2027\\\" and num_tiles=10. CAST to REAL is included because the schema stores this numeric field as TEXT, and numeric ordering is needed for the top tail slice.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..39bd833ac67b1d1de2bcdec58fc25e62a62db81d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7d44091665b2d53c", + "api_calls": 0, + "input_tokens": 14521, + "cached_input_tokens": 12032, + "output_tokens": 527, + "total_tokens": 15048, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10910.03, + "sql_execution_elapsed_ms_total": 64.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8172961f009749c1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8172961f009749c1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1dbbb360e3609ec2220ec8d0dc147b8ff4857ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8172961f009749c1/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "g", "support": 12331, "support_share": 0.6483516483516484, "support_rank": 1}, {"value_label": "h", "support": 6688, "support_share": 0.3516483516483517, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8172961f009749c1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8172961f009749c1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..efda14a606f934255afe4081467bfc6ebdede963 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8172961f009749c1/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_8172961f009749c1 +-- problem_id: v2p_n11_4c674b22049ac57b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "g" AS value_label, COUNT(*) AS support + FROM "n11" + GROUP BY "g" +) +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_b/n11/artifacts/v2q_n11_8172961f009749c1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8172961f009749c1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..025710c08f08daf11af299ed8eb89d31af72128a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8172961f009749c1/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_b\n-- sql_source_dataset_id: n11\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_n11_8172961f009749c1\n-- problem_id: v2p_n11_4c674b22049ac57b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"g\" AS value_label, COUNT(*) AS support\n FROM \"n11\"\n GROUP BY \"g\"\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_b\\n-- sql_source_dataset_id: n11\\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_n11_8172961f009749c1\\n-- problem_id: v2p_n11_4c674b22049ac57b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"g\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\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\": \"g\", \"support\": 12331, \"support_share\": 0.6483516483516484, \"support_rank\": 1}, {\"value_label\": \"h\", \"support\": 6688, \"support_share\": 0.3516483516483517, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.41}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8172961f009749c1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8172961f009749c1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..495c1b78c5b2671a3bff3a16a8d875fdc20e5344 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8172961f009749c1/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:06:31.427690+00:00", + "ended_at": "2026-05-19T16:06:31.432745+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_8172961f009749c1", + "problem_id": "v2p_n11_4c674b22049ac57b", + "dataset_id": "n11", + "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=g.", + "bindings": { + "group_col": "g" + }, + "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_b/n11/sql/v2q_n11_8172961f009749c1.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_b/n11/artifacts/v2q_n11_8172961f009749c1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8172961f009749c1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8172961f009749c1/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_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c634f0bc7c1dca19d0f7dd809b1b261963fc99fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7862, "bytes_utf8": 7862, "lines": 231, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 687, "bytes_utf8": 687, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14667, "cached_input_tokens": 13696, "output_tokens": 583, "reasoning_output_tokens": 395}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a3830dfb1142c4c133b9088f9de5cc7d7f44865c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_83a9e421980cbe11", + "api_calls": 0, + "input_tokens": 14667, + "cached_input_tokens": 13696, + "output_tokens": 583, + "total_tokens": 15250, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15837.93, + "sql_execution_elapsed_ms_total": 7.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..96359de7cef0a91d68236b66f46ea0e7f1d24874 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/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": "2026-05-19T15:38:29.949112+00:00", + "ended_at": "2026-05-19T15:38:45.787077+00:00", + "elapsed_ms": 15837.93, + "prompt_metrics": { + "chars": 7862, + "bytes_utf8": 7862, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1056, + "bytes_utf8": 1056, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 687, + "bytes_utf8": 687, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14667, + "cached_input_tokens": 13696, + "output_tokens": 583, + "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_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6017fbdee11cbf0c7981d0bcde7950bab7f2ccb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "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": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..254cc9decb06ee96ec89b38beb7a460553ffe615 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-79df-7820-a4f6-73d46187afe4"} +{"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 \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the required template with both group_col and condition_col bound to \\\"g\\\". Because the grouping column and condition column are the same, the group where \\\"g\\\" = 'g' will have a zero denominator and produce NULL through NULLIF.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14667,"cached_input_tokens":13696,"output_tokens":583,"reasoning_output_tokens":395}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fc19c6064cdd9cc6e0e98cceb26bcd69f0c3b7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the required template with both group_col and condition_col bound to \"g\". Because the grouping column and condition column are the same, the group where \"g\" = 'g' will have a zero denominator and produce NULL through NULLIF."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d59b02601bbd629da682499e434ca38f48a4e9e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/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=g, measure_col=-8.2027. +Result preview: [{"g": "h", "total_measure": 2395.9448}, {"g": "g", "total_measure": 2362.0456}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b226ba11e16f11ab51a771c3fa31ed08f04a7f65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_83d23b12bf62165f +-- problem_id: v2p_n11_2c505fe4ccad801b +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4dba3c4d46d69fb78bef03ef72d6d3a7ae72c7c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/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 \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 2395.9448}, {\"g\": \"g\", \"total_measure\": 2362.0456}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.11}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bac5f73d7673820e2f5e2f3c6fc6512370fb40c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:30:29.621086+00:00", + "ended_at": "2026-05-19T15:30:45.849353+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_83d23b12bf62165f", + "problem_id": "v2p_n11_2c505fe4ccad801b", + "dataset_id": "n11", + "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=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=7" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_83d23b12bf62165f.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_83d23b12bf62165f", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 245, + "total_tokens": 14710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16210.38, + "sql_execution_elapsed_ms_total": 13.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a9c2625a6c002c845e0367c565d929eb2a3dc5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:45.834332+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": 16210.38, "started_at": "2026-05-19T15:30:29.622833+00:00", "ended_at": "2026-05-19T15:30:45.833245+00:00", "prompt_metrics": {"chars": 7067, "bytes_utf8": 7067, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 318, "bytes_utf8": 318, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12032, "output_tokens": 245, "reasoning_output_tokens": 148}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the bound template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". Cast measure_col to REAL because the schema stores columns as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..31bc333cc97618110d2b5ad65d8158ee10610063 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_83d23b12bf62165f", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 245, + "total_tokens": 14710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16210.38, + "sql_execution_elapsed_ms_total": 13.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6248869dc501cbf93bc3bec30be7d89e8075952 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7059, "bytes_utf8": 7059, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7059, "bytes_utf8": 7059, "lines": 226, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 314, "bytes_utf8": 314, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14470, "cached_input_tokens": 12032, "output_tokens": 260, "reasoning_output_tokens": 170}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a6124471a5fd7a8959be0cb87526b6c5042c7f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8528d1d5ab8bd674", + "api_calls": 0, + "input_tokens": 14470, + "cached_input_tokens": 12032, + "output_tokens": 260, + "total_tokens": 14730, + "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": 11402.42, + "sql_execution_elapsed_ms_total": 11.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02f9dc12ecee7b5328349c3c3a2f37629ec7cec7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:40.066744+00:00", + "ended_at": "2026-05-19T16:02:43.440792+00:00", + "elapsed_ms": 3374.02, + "returncode": 1, + "prompt_metrics": { + "chars": 7059, + "bytes_utf8": 7059, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af1c86d095cf23044a3cda3f5d977777a74e3fa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:44.443037+00:00", + "ended_at": "2026-05-19T16:02:52.471495+00:00", + "elapsed_ms": 8028.4, + "prompt_metrics": { + "chars": 7059, + "bytes_utf8": 7059, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 667, + "bytes_utf8": 667, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 314, + "bytes_utf8": 314, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14470, + "cached_input_tokens": 12032, + "output_tokens": 260, + "reasoning_output_tokens": 170 + } + }, + "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_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17755eec04c02221a290a413a7428379a3633683 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..17755eec04c02221a290a413a7428379a3633683 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..37747b43d2a515a686972a1ab693ee5fe139112f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-9a49-7742-a421-ce1b1d8baa6c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c22e157024e523e5dd76e68114353471a4b142ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-9a49-7742-a421-ce1b1d8baa6c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c8c7d3ffbedb23a8f0e26b57c6d2debe4d3cfde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-ab7d-7c03-984b-84480017cf1d"} +{"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 \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 17;\",\"notes\":\"Counts rows per value of \\\"g\\\" and returns the lowest-support groups first, using the planned template and binding group_col=g.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14470,"cached_input_tokens":12032,"output_tokens":260,"reasoning_output_tokens":170}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..69d74f8133f4e0b468843df5c5420d08994a734f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"g\",\n COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY support ASC, \"g\"\nLIMIT 17;","notes":"Counts rows per value of \"g\" and returns the lowest-support groups first, using the planned template and binding group_col=g."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..99ba9aecc7048548d3410e1b3d457059d94d26cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:37.285737+00:00", + "ended_at": "2026-05-19T16:03:42.392835+00:00", + "elapsed_ms": 5107.07, + "returncode": 1, + "prompt_metrics": { + "chars": 7061, + "bytes_utf8": 7061, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e191235850391045033cb6196e6e4eec1ff2511 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/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": "2026-05-19T16:03:43.394414+00:00", + "ended_at": "2026-05-19T16:03:46.176961+00:00", + "elapsed_ms": 2782.51, + "returncode": 1, + "prompt_metrics": { + "chars": 7061, + "bytes_utf8": 7061, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe819bf0d82d6eb24edc0fa9714e74391117d229 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "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": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe819bf0d82d6eb24edc0fa9714e74391117d229 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "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": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..605cdfef1d069876db9a105797e21abd5ba8e9b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-79d6-75e2-a923-bc66169ae255"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..adcf68179ede2c521d59ca2cdd72787d3155912c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-79d6-75e2-a923-bc66169ae255"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c4e342aa97d4d241687a1b6a33c7b13a3b0f8eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-91b5-75b3-88bc-6a2f4e3a680d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b28b68feae2d72858b72030c8ffb004fea175e4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-91b5-75b3-88bc-6a2f4e3a680d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f25eea18b9c62a679d8aa37c510bd15164e9115 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/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=g, measure_col=0.1982. +Result preview: [{"g": "g", "27.7004": "0", "total_measure": 12.5373, "share_within_group": 0.47279021118023107}, {"g": "h", "27.7004": "0", "total_measure": 3.9691, "share_within_group": 0.2774018452733566}, {"g": "g", "27.7004": "-0.0001", "total_measure": 2.5101, "share_within_group": 0.0946575984528964}, {"g": "h", "27.7004": "13.8052", "total_measure": 1.2344, "share_within_group": 0.08627266579462128}, {"g": "h", "27.7004": "16.2438", "total_measure": 1.1284, "share_within_group": 0.07886428717000216}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..052b8b3454a9fb706d2eb952474ca209448e2e36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_87c6b7872fce3a52 +-- problem_id: v2p_n11_7036510d451f3738 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", "27.7004", + SUM(CAST("0.1982" AS REAL)) AS total_measure, + SUM(CAST("0.1982" AS REAL)) * 100.0 / SUM(SUM(CAST("0.1982" AS REAL))) OVER (PARTITION BY "g") AS share_within_group +FROM "n11" +GROUP BY "g", "27.7004" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9630d124b1a4e23e021f0b3b8370be642883f22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/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 \"g\", \"27.7004\",\n SUM(CAST(\"0.1982\" AS REAL)) AS total_measure,\n SUM(CAST(\"0.1982\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"0.1982\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"27.7004\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"27.7004\\\",\\n SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"0.1982\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"0.1982\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"27.7004\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"g\", \"27.7004\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"g\", \"27.7004\": \"0\", \"total_measure\": 12.5373, \"share_within_group\": 0.47279021118023107}, {\"g\": \"h\", \"27.7004\": \"0\", \"total_measure\": 3.9691, \"share_within_group\": 0.2774018452733566}, {\"g\": \"g\", \"27.7004\": \"-0.0001\", \"total_measure\": 2.5101, \"share_within_group\": 0.0946575984528964}, {\"g\": \"h\", \"27.7004\": \"13.8052\", \"total_measure\": 1.2344, \"share_within_group\": 0.08627266579462128}, {\"g\": \"h\", \"27.7004\": \"16.2438\", \"total_measure\": 1.1284, \"share_within_group\": 0.07886428717000216}, {\"g\": \"h\", \"27.7004\": \"18.5214\", \"total_measure\": 0.9652, \"share_within_group\": 0.06745817970266402}, {\"g\": \"h\", \"27.7004\": \"-13.697\", \"total_measure\": 0.9446, \"share_within_group\": 0.06601843819637011}, {\"g\": \"h\", \"27.7004\": \"-1.4761\", \"total_measure\": 0.9126000000000001, \"share_within_group\": 0.06378194653610775}, {\"g\": \"h\", \"27.7004\": \"1.3533\", \"total_measure\": 0.9114, \"share_within_group\": 0.0636980780988479}, {\"g\": \"h\", \"27.7004\": \"20.0534\", \"total_measure\": 0.9032, \"share_within_group\": 0.06312497711090566}, {\"g\": \"h\", \"27.7004\": \"-14.0985\", \"total_measure\": 0.9022, \"share_within_group\": 0.06305508674652247}, {\"g\": \"h\", \"27.7004\": \"-2.3691\", \"total_measure\": 0.8642, \"share_within_group\": 0.06039925289996089}, {\"g\": \"h\", \"27.7004\": \"19.7267\", \"total_measure\": 0.8604, \"share_within_group\": 0.06013366951530474}, {\"g\": \"h\", \"27.7004\": \"-4.1789\", \"total_measure\": 0.8566, \"share_within_group\": 0.05986808613064857}, {\"g\": \"h\", \"27.7004\": \"0.5645\", \"total_measure\": 0.849, \"share_within_group\": 0.059336919361336254}, {\"g\": \"h\", \"27.7004\": \"21.2188\", \"total_measure\": 0.8402, \"share_within_group\": 0.0587218841547641}, {\"g\": \"h\", \"27.7004\": \"-20.4791\", \"total_measure\": 0.8088, \"share_within_group\": 0.05652732671313164}, {\"g\": \"h\", \"27.7004\": \"17.2824\", \"total_measure\": 0.7932, \"share_within_group\": 0.05543703702875374}, {\"g\": \"h\", \"27.7004\": \"15.0388\", \"total_measure\": 0.78, \"share_within_group\": 0.0545144842188955}, {\"g\": \"h\", \"27.7004\": \"-1.806\", \"total_measure\": 0.7468, \"share_within_group\": 0.05219412412137329}, {\"g\": \"h\", \"27.7004\": \"7.1088\", \"total_measure\": 0.744, \"share_within_group\": 0.05199843110110033}, {\"g\": \"h\", \"27.7004\": \"-12.8325\", \"total_measure\": 0.7324, \"share_within_group\": 0.05118770287425522}, {\"g\": \"h\", \"27.7004\": \"24.0649\", \"total_measure\": 0.7172, \"share_within_group\": 0.05012536933563058}, {\"g\": \"h\", \"27.7004\": \"-1.2294\", \"total_measure\": 0.7128, \"share_within_group\": 0.04981785173234451}, {\"g\": \"h\", \"27.7004\": \"19.3985\", \"total_measure\": 0.7054, \"share_within_group\": 0.04930066303590883}, {\"g\": \"h\", \"27.7004\": \"-3.4902\", \"total_measure\": 0.7028, \"share_within_group\": 0.04911894808851251}, {\"g\": \"h\", \"27.7004\": \"22.8875\", \"total_measure\": 0.6852, \"share_within_group\": 0.04788887767536821}, {\"g\": \"h\", \"27.7004\": \"14.2014\", \"total_measure\": 0.6714, \"share_within_group\": 0.04692439064688005}, {\"g\": \"h\", \"27.7004\": \"4.0453\", \"total_measure\": 0.6712, \"share_within_group\": 0.04691041257400341}, {\"g\": \"h\", \"27.7004\": \"15.6523\", \"total_measure\": 0.6608, \"share_within_group\": 0.046183552784418144}, {\"g\": \"h\", \"27.7004\": \"22.3634\", \"total_measure\": 0.6594, \"share_within_group\": 0.04608570627428166}, {\"g\": \"h\", \"27.7004\": \"36.6631\", \"total_measure\": 0.6446, \"share_within_group\": 0.04505132888141031}, {\"g\": \"h\", \"27.7004\": \"13.5508\", \"total_measure\": 0.643, \"share_within_group\": 0.04493950429839719}, {\"g\": \"h\", \"27.7004\": \"2.7539\", \"total_measure\": 0.6398, \"share_within_group\": 0.04471585513237095}, {\"g\": \"h\", \"27.7004\": \"-3.8694\", \"total_measure\": 0.6372, \"share_within_group\": 0.04453414018497463}, {\"g\": \"h\", \"27.7004\": \"18.2895\", \"total_measure\": 0.637, \"share_within_group\": 0.04452016211209799}, {\"g\": \"h\", \"27.7004\": \"21.5306\", \"total_measure\": 0.634, \"share_within_group\": 0.04431049101894839}, {\"g\": \"h\", \"27.7004\": \"-12.1732\", \"total_measure\": 0.631, \"share_within_group\": 0.0441008199257988}, {\"g\": \"h\", \"27.7004\": \"-1.0258\", \"total_measure\": 0.6296, \"share_within_group\": 0.044002973415662325}, {\"g\": \"h\", \"27.7004\": \"-17.7821\", \"total_measure\": 0.6283, \"share_within_group\": 0.04391211594196416}, {\"g\": \"h\", \"27.7004\": \"13.6638\", \"total_measure\": 0.6264, \"share_within_group\": 0.04377932424963608}, {\"g\": \"h\", \"27.7004\": \"5.0085\", \"total_measure\": 0.6232, \"share_within_group\": 0.04355567508360984}, {\"g\": \"h\", \"27.7004\": \"11.1066\", \"total_measure\": 0.6224, \"share_within_group\": 0.043499762792103276}, {\"g\": \"h\", \"27.7004\": \"-264.034\", \"total_measure\": 0.6204, \"share_within_group\": 0.043359982063336876}, {\"g\": \"h\", \"27.7004\": \"-2.4656\", \"total_measure\": 0.6184, \"share_within_group\": 0.04322020133457048}, {\"g\": \"h\", \"27.7004\": \"-9.919\", \"total_measure\": 0.618, \"share_within_group\": 0.0431922451888172}, {\"g\": \"h\", \"27.7004\": \"8.9765\", \"total_measure\": 0.6159, \"share_within_group\": 0.04304547542361249}, {\"g\": \"h\", \"27.7004\": \"4.9461\", \"total_measure\": 0.6158, \"share_within_group\": 0.04303848638717417}, {\"g\": \"h\", \"27.7004\": \"-2.4848\", \"total_measure\": 0.615, \"share_within_group\": 0.04298257409566761}, {\"g\": \"h\", \"27.7004\": \"2.5201\", \"total_measure\": 0.6143000000000001, \"share_within_group\": 0.04293365084059937}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 67.78}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..73fa3fbec5bfd12b53ab7c1e7db17b234a9bd2d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:32:19.053227+00:00", + "ended_at": "2026-05-19T15:32:38.654809+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_87c6b7872fce3a52", + "problem_id": "v2p_n11_7036510d451f3738", + "dataset_id": "n11", + "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=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "item_col": "27.7004", + "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": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_87c6b7872fce3a52.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_87c6b7872fce3a52", + "api_calls": 0, + "input_tokens": 14586, + "cached_input_tokens": 12032, + "output_tokens": 564, + "total_tokens": 15150, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19528.49, + "sql_execution_elapsed_ms_total": 67.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a7293a49077f7f496c0986563fa7f7d2d4db738 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:38.584627+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": 19528.49, "started_at": "2026-05-19T15:32:19.055263+00:00", "ended_at": "2026-05-19T15:32:38.583788+00:00", "prompt_metrics": {"chars": 7474, "bytes_utf8": 7474, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 561, "bytes_utf8": 561, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14586, "cached_input_tokens": 12032, "output_tokens": 564, "reasoning_output_tokens": 389}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"27.7004\\\",\\n SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"0.1982\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"0.1982\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"27.7004\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"27.7004\\\", and measure_col=\\\"0.1982\\\". Cast the measure column from TEXT to REAL for SQLite numeric aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0887fa332f77a33fe2a889012e93dc83de4dad9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_87c6b7872fce3a52", + "api_calls": 0, + "input_tokens": 14586, + "cached_input_tokens": 12032, + "output_tokens": 564, + "total_tokens": 15150, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19528.49, + "sql_execution_elapsed_ms_total": 67.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d75ca58e5fe1090b3ea8f591453901c8fb22fffd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/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=g. +Result preview: [{"g": "h", "support": 6688}, {"g": "g", "support": 12331}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..56eb7fe0ef9434d1d9e3cd43736e6031e2770066 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_87f965a2817822e6 +-- problem_id: v2p_n11_5cea40bebe1ef8ea +-- realization_mode: agent +-- source_kind: agent +SELECT + "g", + COUNT(*) AS "support" +FROM "n11" +GROUP BY "g" +ORDER BY "support" ASC, "g" +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03ca5960894827dd8a32df7c061ca14e28c20da0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/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 \"g\",\n COUNT(*) AS \"support\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"support\" ASC, \"g\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"support\\\" ASC, \\\"g\\\"\\nLIMIT 16;\", \"columns\": [\"g\", \"support\"], \"rows\": [{\"g\": \"h\", \"support\": 6688}, {\"g\": \"g\", \"support\": 12331}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.94}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..04501b206f510f531bd47d6d402945734ef3e12c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:03:59.558179+00:00", + "ended_at": "2026-05-19T16:04:15.146679+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_87f965a2817822e6", + "problem_id": "v2p_n11_5cea40bebe1ef8ea", + "dataset_id": "n11", + "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=g.", + "bindings": { + "group_col": "g", + "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": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_87f965a2817822e6.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_87f965a2817822e6", + "api_calls": 0, + "input_tokens": 14470, + "cached_input_tokens": 12032, + "output_tokens": 287, + "total_tokens": 14757, + "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": 14569.19, + "sql_execution_elapsed_ms_total": 10.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56e65814a0f4e2e27a0357d9819e2920ef70ffe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:04:05.851336+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6290.78, "started_at": "2026-05-19T16:03:59.559738+00:00", "ended_at": "2026-05-19T16:04:05.850547+00:00", "prompt_metrics": {"chars": 7060, "bytes_utf8": 7060, "lines": 226, "estimated_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-d0c3-7b01-aced-52955aabd61e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:04:15.132861+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": 8278.41, "started_at": "2026-05-19T16:04:06.852891+00:00", "ended_at": "2026-05-19T16:04:15.131364+00:00", "prompt_metrics": {"chars": 7060, "bytes_utf8": 7060, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 292, "bytes_utf8": 292, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14470, "cached_input_tokens": 12032, "output_tokens": 287, "reasoning_output_tokens": 194}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"support\\\" ASC, \\\"g\\\"\\nLIMIT 16;\",\"notes\":\"Uses the provided Low-Support Group Count template with group_col bound to \\\"g\\\" and top_k set to 16.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cae7fa8fc9c1fa22314bf557a785b40bee2395e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_87f965a2817822e6", + "api_calls": 0, + "input_tokens": 14470, + "cached_input_tokens": 12032, + "output_tokens": 287, + "total_tokens": 14757, + "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": 14569.19, + "sql_execution_elapsed_ms_total": 10.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d235cd2c85a80b08efa7936ff818f6a58cddeeb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/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=g, measure_col=81.8828. +Result preview: [{"g": "g", "group_value": 2345830.9282}, {"g": "h", "group_value": 1340506.0524}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..38555166f1ea974a13ed65e4f7d7ebbabd3b5b8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/generated_sql.sql @@ -0,0 +1,29 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_8c2cdd3be80d046d +-- problem_id: v2p_n11_df16447d2dd8ad62 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "g", + SUM(CAST("81.8828" AS REAL)) AS "group_value" + FROM "n11" + GROUP BY "g" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT "grp"."g", "grp"."group_value" +FROM "grouped" AS "grp" +CROSS JOIN "total" AS "tot" +WHERE "grp"."group_value" > "tot"."total_value" * 0.05 +ORDER BY "grp"."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9436235cb6e3f3558399adf343ac7f88fb064751 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT\n \"g\",\n SUM(CAST(\"81.8828\" AS REAL)) AS \"group_value\"\n FROM \"n11\"\n GROUP BY \"g\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT \"grp\".\"g\", \"grp\".\"group_value\"\nFROM \"grouped\" AS \"grp\"\nCROSS JOIN \"total\" AS \"tot\"\nWHERE \"grp\".\"group_value\" > \"tot\".\"total_value\" * 0.05\nORDER BY \"grp\".\"group_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"g\\\",\\n SUM(CAST(\\\"81.8828\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT \\\"grp\\\".\\\"g\\\", \\\"grp\\\".\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS \\\"grp\\\"\\nCROSS JOIN \\\"total\\\" AS \\\"tot\\\"\\nWHERE \\\"grp\\\".\\\"group_value\\\" > \\\"tot\\\".\\\"total_value\\\" * 0.05\\nORDER BY \\\"grp\\\".\\\"group_value\\\" DESC;\", \"columns\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"g\", \"group_value\": 2345830.9282}, {\"g\": \"h\", \"group_value\": 1340506.0524}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.15}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dfce971afc5d46452d6313bd0c961e7db71041ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:47:50.986229+00:00", + "ended_at": "2026-05-19T15:48:06.109224+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_8c2cdd3be80d046d", + "problem_id": "v2p_n11_df16447d2dd8ad62", + "dataset_id": "n11", + "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=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "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": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_8c2cdd3be80d046d.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8c2cdd3be80d046d", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 729, + "total_tokens": 15330, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15101.89, + "sql_execution_elapsed_ms_total": 14.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb14676abfd69abe5a6343ac6afaad6f5999e0b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:06.092308+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": 15101.89, "started_at": "2026-05-19T15:47:50.988443+00:00", "ended_at": "2026-05-19T15:48:06.090387+00:00", "prompt_metrics": {"chars": 7626, "bytes_utf8": 7626, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 698, "bytes_utf8": 698, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 13696, "output_tokens": 729, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"g\\\",\\n SUM(CAST(\\\"81.8828\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT \\\"grp\\\".\\\"g\\\", \\\"grp\\\".\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS \\\"grp\\\"\\nCROSS JOIN \\\"total\\\" AS \\\"tot\\\"\\nWHERE \\\"grp\\\".\\\"group_value\\\" > \\\"tot\\\".\\\"total_value\\\" * 0.05\\nORDER BY \\\"grp\\\".\\\"group_value\\\" DESC;\",\"notes\":\"Uses the requested Relative-to-Total Extreme Threshold template with group_col=\\\"g\\\" and measure_col=\\\"81.8828\\\". CAST to REAL is included because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..83914e27b70f04b6572487a10c5a6d6d57a3abe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8c2cdd3be80d046d", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 729, + "total_tokens": 15330, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15101.89, + "sql_execution_elapsed_ms_total": 14.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b773d8ef6ea3ed95a5cf47d9431bd5ffaadd671 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/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=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..52bab22a057edd1893959f368624c811575355e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_911491806429624c +-- problem_id: v2p_n11_2dbe7d52dde2c428 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS "row_count" +FROM "n11" +GROUP BY "g" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b93a9b57cc57b7330998bda7d83bade4c53b1cb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/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 \"g\", COUNT(*) AS \"row_count\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.86}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0120d36285e6c5f4285311e27297d9a1d6bd6c95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:31:20.207149+00:00", + "ended_at": "2026-05-19T15:31:32.318125+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_911491806429624c", + "problem_id": "v2p_n11_2dbe7d52dde2c428", + "dataset_id": "n11", + "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=g.", + "bindings": { + "group_col": "g", + "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": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_911491806429624c.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_911491806429624c", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 223, + "total_tokens": 14657, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12102.21, + "sql_execution_elapsed_ms_total": 4.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83ab6940c13b3293a82a7398e8fd301eba530dd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:32.311877+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": 12102.21, "started_at": "2026-05-19T15:31:20.208905+00:00", "ended_at": "2026-05-19T15:31:32.311146+00:00", "prompt_metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 266, "bytes_utf8": 266, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14434, "cached_input_tokens": 12032, "output_tokens": 223, "reasoning_output_tokens": 145}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the provided grouped count template with group_col bound to \\\"g\\\" on the single table \\\"n11\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..08df0d701eec76b3b14f1c7fa48cc2e44fa3b58e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_911491806429624c", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 223, + "total_tokens": 14657, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12102.21, + "sql_execution_elapsed_ms_total": 4.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4132ee10822e4384bee9f292208cebe9b86a03ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:01:36.382158+00:00", + "ended_at": "2026-05-19T16:01:43.397157+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_91908c62f5282f53", + "problem_id": "v2p_n11_57bd43f1f27718e9", + "dataset_id": "n11", + "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=0.1982.", + "bindings": { + "measure_col": "0.1982", + "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": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=114" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e3a99062673dac9a8ddc7d8774cfaa086e322fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:01:39.378854+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2994.16, "started_at": "2026-05-19T16:01:36.383620+00:00", "ended_at": "2026-05-19T16:01:39.377815+00:00", "prompt_metrics": {"chars": 7016, "bytes_utf8": 7016, "lines": 226, "estimated_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-a1ac-7891-a20f-10f8e2e3f6f7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:01:43.397066+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3015.82, "started_at": "2026-05-19T16:01:40.380434+00:00", "ended_at": "2026-05-19T16:01:43.396302+00:00", "prompt_metrics": {"chars": 7016, "bytes_utf8": 7016, "lines": 226, "estimated_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-b121-7362-b86a-11ecb6761756\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a353ca14b51468210ac5e737f11f94a25e2e5606 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:04:15.147906+00:00", + "ended_at": "2026-05-19T16:04:23.784216+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_9332f2f634ef00dd", + "problem_id": "v2p_n11_4f0ecf27500c250c", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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 Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=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_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..117f16c760d59995fda2471eb93b6a82f292faac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:04:19.504442+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4352.54, "started_at": "2026-05-19T16:04:15.151009+00:00", "ended_at": "2026-05-19T16:04:19.503592+00:00", "prompt_metrics": {"chars": 7231, "bytes_utf8": 7231, "lines": 228, "estimated_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-0db4-7f23-aeca-f9078a98b1fa\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:04:23.784126+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3277.32, "started_at": "2026-05-19T16:04:20.506038+00:00", "ended_at": "2026-05-19T16:04:23.783400+00:00", "prompt_metrics": {"chars": 7231, "bytes_utf8": 7231, "lines": 228, "estimated_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-2297-70d1-8b0a-15c90fedda56\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9675ffac1f626673/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9675ffac1f626673/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b0368dce578c45a827aed8bc75a1aaeaf7458ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9675ffac1f626673/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:05:10.791847+00:00", + "ended_at": "2026-05-19T16:05:19.244293+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_9675ffac1f626673", + "problem_id": "v2p_n11_94debf5ee5ac8d73", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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 Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "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": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9675ffac1f626673/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9675ffac1f626673/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43dc315bdd8460a7bf9a8928d6fda45ce87049b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9675ffac1f626673/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:14.433827+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3638.38, "started_at": "2026-05-19T16:05:10.794719+00:00", "ended_at": "2026-05-19T16:05:14.433123+00:00", "prompt_metrics": {"chars": 7237, "bytes_utf8": 7237, "lines": 228, "estimated_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-e71f-7601-acb8-afb1c75820fc\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:19.244210+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3808.2, "started_at": "2026-05-19T16:05:15.435239+00:00", "ended_at": "2026-05-19T16:05:19.243486+00:00", "prompt_metrics": {"chars": 7237, "bytes_utf8": 7237, "lines": 228, "estimated_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-f94e-7850-8c2e-a6855a8b31b0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c42a2cffbd7dafe2351cac0adfd6c0f74ee69878 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/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=g, measure_col=2.6449. +Result preview: [{"g": "h", "avg_measure": 2.9006088217703345}, {"g": "g", "avg_measure": 2.7840325926526637}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..44c54a237450c0eae0dcead1692057c10712d48a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_96c0aabcf3c8a01e +-- problem_id: v2p_n11_5ffe014e81f11f96 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("2.6449" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..763b6bce0cdf86868afedf71314d4afb14624167 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/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 \"g\",\n AVG(CAST(\"2.6449\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"2.6449\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 2.9006088217703345}, {\"g\": \"g\", \"avg_measure\": 2.7840325926526637}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 63.14}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5a42e16164f678c49a6e0ca3066cd48e90926a16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:40:54.864520+00:00", + "ended_at": "2026-05-19T15:41:05.900708+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_96c0aabcf3c8a01e", + "problem_id": "v2p_n11_5ffe014e81f11f96", + "dataset_id": "n11", + "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=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=52" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_b/n11/sql/v2q_n11_96c0aabcf3c8a01e.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_96c0aabcf3c8a01e", + "api_calls": 0, + "input_tokens": 14477, + "cached_input_tokens": 13696, + "output_tokens": 299, + "total_tokens": 14776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10968.18, + "sql_execution_elapsed_ms_total": 63.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..592e8837ddc1af5e56bf594e2edb837ea0974c92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:05.835896+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": 10968.18, "started_at": "2026-05-19T15:40:54.866184+00:00", "ended_at": "2026-05-19T15:41:05.834397+00:00", "prompt_metrics": {"chars": 7150, "bytes_utf8": 7150, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14477, "cached_input_tokens": 13696, "output_tokens": 299, "reasoning_output_tokens": 191}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"2.6449\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". Casted \\\"2.6449\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e19bb2c470a47704591517c07141f160e715b98a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_96c0aabcf3c8a01e", + "api_calls": 0, + "input_tokens": 14477, + "cached_input_tokens": 13696, + "output_tokens": 299, + "total_tokens": 14776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10968.18, + "sql_execution_elapsed_ms_total": 63.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9c2c94ac33215ffe/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9c2c94ac33215ffe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fb4eee269c06b616cf553cd35698bcf2d4221e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9c2c94ac33215ffe/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"40.092": "0.0002", "support": 7, "avg_response": 2.1446285714285716}, {"40.092": "0", "support": 5, "avg_response": 2.2352800000000004}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9c2c94ac33215ffe/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9c2c94ac33215ffe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffb74680b45dbd34872b2f4ca2380ba82b723b19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9c2c94ac33215ffe/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_9c2c94ac33215ffe +-- problem_id: v2p_n11_bce89aacc0df3db9 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "40.092", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "40.092" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9c2c94ac33215ffe/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9c2c94ac33215ffe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3e21b513b2a89de7226e690a077f57d421d7903 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9c2c94ac33215ffe/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_b\n-- sql_source_dataset_id: n11\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_n11_9c2c94ac33215ffe\n-- problem_id: v2p_n11_bce89aacc0df3db9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"40.092\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"40.092\"\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_b\\n-- sql_source_dataset_id: n11\\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_n11_9c2c94ac33215ffe\\n-- problem_id: v2p_n11_bce89aacc0df3db9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"40.092\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"40.092\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"40.092\", \"support\", \"avg_response\"], \"rows\": [{\"40.092\": \"0.0002\", \"support\": 7, \"avg_response\": 2.1446285714285716}, {\"40.092\": \"0\", \"support\": 5, \"avg_response\": 2.2352800000000004}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.72}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9c2c94ac33215ffe/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9c2c94ac33215ffe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7aab01940da9b657cae76723bc37c683be3ae485 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9c2c94ac33215ffe/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:06:31.592691+00:00", + "ended_at": "2026-05-19T16:06:31.609146+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_9c2c94ac33215ffe", + "problem_id": "v2p_n11_bce89aacc0df3db9", + "dataset_id": "n11", + "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=2.6449, key_col=40.092.", + "bindings": { + "key_col": "40.092", + "measure_col": "2.6449", + "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_b/n11/sql/v2q_n11_9c2c94ac33215ffe.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_b/n11/artifacts/v2q_n11_9c2c94ac33215ffe/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9c2c94ac33215ffe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9c2c94ac33215ffe/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_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..77e89f26d2749dd8a98e8ef16e61013fe6af3df9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:04:34.158934+00:00", + "ended_at": "2026-05-19T16:04:40.763851+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a1076f1d5e141b81", + "problem_id": "v2p_n11_9782727eb787c050", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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 Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "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": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=133" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea7ce3df3b98216e51f8c7d1a08e7e065e02d26e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:04:36.993437+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2832.09, "started_at": "2026-05-19T16:04:34.160608+00:00", "ended_at": "2026-05-19T16:04:36.992726+00:00", "prompt_metrics": {"chars": 7233, "bytes_utf8": 7233, "lines": 228, "estimated_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-57e2-7b12-9436-c777ac9004c9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:04:40.763757+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2768.73, "started_at": "2026-05-19T16:04:37.994206+00:00", "ended_at": "2026-05-19T16:04:40.762966+00:00", "prompt_metrics": {"chars": 7233, "bytes_utf8": 7233, "lines": 228, "estimated_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-6722-73b0-8b41-18bc0432335f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbcc4554235b7caaf55c1718a9d2e334d97f20d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7246, "bytes_utf8": 7246, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7246, "bytes_utf8": 7246, "lines": 228, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1606, "bytes_utf8": 1606, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 12032, "output_tokens": 2399, "reasoning_output_tokens": 1828}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4a5ef03b58bcdc8610131dc926857ab0cb657182 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a25aa788971e39b3", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 12032, + "output_tokens": 2399, + "total_tokens": 16902, + "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": 34752.51, + "sql_execution_elapsed_ms_total": 72.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f01b89a7d2364bb6a59761e82f6ee13517ab6733 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/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": "2026-05-19T15:53:50.484246+00:00", + "ended_at": "2026-05-19T15:53:53.931313+00:00", + "elapsed_ms": 3447.04, + "returncode": 1, + "prompt_metrics": { + "chars": 7246, + "bytes_utf8": 7246, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9423aed72604e9be605d92ffed9b26c062a3abc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/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": "2026-05-19T15:53:54.934096+00:00", + "ended_at": "2026-05-19T15:54:26.239612+00:00", + "elapsed_ms": 31305.47, + "prompt_metrics": { + "chars": 7246, + "bytes_utf8": 7246, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2208, + "bytes_utf8": 2208, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1606, + "bytes_utf8": 1606, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14503, + "cached_input_tokens": 12032, + "output_tokens": 2399, + "reasoning_output_tokens": 1828 + } + }, + "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_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fba2c473c23ecd46a3521c1c552b435a92da677d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "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": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fba2c473c23ecd46a3521c1c552b435a92da677d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "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": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cb92b761f1123bb67460c6069fb108778266022 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-85c3-7bf1-9b8d-d2dc01c40abd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47a57e81f71e5ab199d2b66356a93c65b8834d69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-85c3-7bf1-9b8d-d2dc01c40abd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aafa577a71b3c4fa11466368d53a8d94179ffdf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-9700-73f2-a0ca-021c61343ed0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"81.8828\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"81.8828\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"81.8828\\\" IS NOT NULL\\n),\\n\\\"bounds\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n \\\"cnt\\\",\\n (0.9 * (\\\"cnt\\\" - 1)) + 1.0 AS \\\"pos\\\",\\n CAST((0.9 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER) AS \\\"lo_rn\\\",\\n CAST((0.9 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER) +\\n CASE\\n WHEN ((0.9 * (\\\"cnt\\\" - 1)) + 1.0) > CAST((0.9 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ordered\\\"\\n WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"group_col\\\",\\n b.\\\"pos\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"hi_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"hi_val\\\"\\n FROM \\\"bounds\\\" AS b\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"group_col\\\" = b.\\\"group_col\\\"\\n GROUP BY b.\\\"group_col\\\", b.\\\"pos\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"g\\\",\\n CASE\\n WHEN \\\"pos\\\" = CAST(\\\"pos\\\" AS INTEGER) THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + (\\\"pos\\\" - CAST(\\\"pos\\\" AS INTEGER)) * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible replacement for PERCENTILE_CONT(0.9) by group, using linear interpolation over CAST(\\\"81.8828\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14503,"cached_input_tokens":12032,"output_tokens":2399,"reasoning_output_tokens":1828}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b2843aa1e3f00d56d36da294d19f085eaf6e71a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"81.8828\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"81.8828\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"81.8828\" IS NOT NULL\n),\n\"bounds\" AS (\n SELECT DISTINCT\n \"group_col\",\n \"cnt\",\n (0.9 * (\"cnt\" - 1)) + 1.0 AS \"pos\",\n CAST((0.9 * (\"cnt\" - 1)) + 1.0 AS INTEGER) AS \"lo_rn\",\n CAST((0.9 * (\"cnt\" - 1)) + 1.0 AS INTEGER) +\n CASE\n WHEN ((0.9 * (\"cnt\" - 1)) + 1.0) > CAST((0.9 * (\"cnt\" - 1)) + 1.0 AS INTEGER) THEN 1\n ELSE 0\n END AS \"hi_rn\"\n FROM \"ordered\"\n WHERE \"cnt\" >= 5\n),\n\"picked\" AS (\n SELECT\n b.\"group_col\",\n b.\"pos\",\n MAX(CASE WHEN o.\"rn\" = b.\"lo_rn\" THEN o.\"measure\" END) AS \"lo_val\",\n MAX(CASE WHEN o.\"rn\" = b.\"hi_rn\" THEN o.\"measure\" END) AS \"hi_val\"\n FROM \"bounds\" AS b\n JOIN \"ordered\" AS o\n ON o.\"group_col\" = b.\"group_col\"\n GROUP BY b.\"group_col\", b.\"pos\"\n)\nSELECT\n \"group_col\" AS \"g\",\n CASE\n WHEN \"pos\" = CAST(\"pos\" AS INTEGER) THEN \"lo_val\"\n ELSE \"lo_val\" + (\"pos\" - CAST(\"pos\" AS INTEGER)) * (\"hi_val\" - \"lo_val\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible replacement for PERCENTILE_CONT(0.9) by group, using linear interpolation over CAST(\"81.8828\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bc73aa79ed55a2e3af205e51a909d07aafc8864 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "g", "avg_measure": 3.2346691265915175}, {"g": "h", "avg_measure": -18.287110989832538}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6452f8a8bfe50874fdbbbc9e8af15106377c6398 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_a2e24be0d22aac85 +-- problem_id: v2p_n11_5450e57cb5a6bfa8 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("27.7004" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82c3b433b308eed3a460a636a1ee4b2611281662 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/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 \"g\",\n AVG(CAST(\"27.7004\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"27.7004\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 3.2346691265915175}, {\"g\": \"h\", \"avg_measure\": -18.287110989832538}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 61.41}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..815003b0bf6bc58afaf99827e843176648ba183c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:41:58.568031+00:00", + "ended_at": "2026-05-19T15:42:08.932404+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a2e24be0d22aac85", + "problem_id": "v2p_n11_5450e57cb5a6bfa8", + "dataset_id": "n11", + "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=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "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": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=55" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_b/n11/sql/v2q_n11_a2e24be0d22aac85.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a2e24be0d22aac85", + "api_calls": 0, + "input_tokens": 14475, + "cached_input_tokens": 13696, + "output_tokens": 282, + "total_tokens": 14757, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10297.7, + "sql_execution_elapsed_ms_total": 61.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89dfe00a57dd6bc01c3fe194e61590dc9d80d049 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:08.869184+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": 10297.7, "started_at": "2026-05-19T15:41:58.569978+00:00", "ended_at": "2026-05-19T15:42:08.867723+00:00", "prompt_metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14475, "cached_input_tokens": 13696, "output_tokens": 282, "reasoning_output_tokens": 179}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"27.7004\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the requested Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". CAST to REAL is used because the schema stores columns as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..69d709c80c845eab7825dd5c7566ef9d8edffe5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a2e24be0d22aac85", + "api_calls": 0, + "input_tokens": 14475, + "cached_input_tokens": 13696, + "output_tokens": 282, + "total_tokens": 14757, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10297.7, + "sql_execution_elapsed_ms_total": 61.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1a9c47b684938ab0a700b03d3eef41df2015225 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/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=g, measure_col=27.7004. +Result preview: [{"g": "g", "total_measure": 39886.705}, {"g": "h", "total_measure": -122304.1983}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd1ae49bfb9270bd750a50d3cbc40ab8fa11298c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_a5747f899531e317 +-- problem_id: v2p_n11_502720df76fba7a1 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("27.7004" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29ce6cf0af7b1b005bd4c08332b1baed89c12771 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/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 \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 39886.705}, {\"g\": \"h\", \"total_measure\": -122304.1983}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.0}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..12f5457c0c75dafdce3b1a5b090232233409336e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:29:50.237815+00:00", + "ended_at": "2026-05-19T15:30:00.558674+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a5747f899531e317", + "problem_id": "v2p_n11_502720df76fba7a1", + "dataset_id": "n11", + "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=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "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": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a5747f899531e317.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a5747f899531e317", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12288, + "output_tokens": 260, + "total_tokens": 14725, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10307.9, + "sql_execution_elapsed_ms_total": 9.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..327189d4bd4942c38c1304982788453823d8b0a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:00.548233+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": 10307.9, "started_at": "2026-05-19T15:29:50.239543+00:00", "ended_at": "2026-05-19T15:30:00.547469+00:00", "prompt_metrics": {"chars": 7067, "bytes_utf8": 7067, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 329, "bytes_utf8": 329, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12288, "output_tokens": 260, "reasoning_output_tokens": 163}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required grouped-sum template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". CAST to REAL because the schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8b0acc7f6cb73c5d87eb65ba73f2ea6e3f2b0781 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a5747f899531e317", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12288, + "output_tokens": 260, + "total_tokens": 14725, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10307.9, + "sql_execution_elapsed_ms_total": 9.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e926397e4b75a6cf67fbd2fd80ae78ea87051f30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7253, "bytes_utf8": 7253, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 544, "bytes_utf8": 544, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14521, "cached_input_tokens": 13696, "output_tokens": 529, "reasoning_output_tokens": 366}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..01afacacde3017c44f356a3267ab595b12780b46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a5ea6debf90ed4ef", + "api_calls": 0, + "input_tokens": 14521, + "cached_input_tokens": 13696, + "output_tokens": 529, + "total_tokens": 15050, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15037.38, + "sql_execution_elapsed_ms_total": 43.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d30b1963c850f8e83c9f22e2753dfc18b79416a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/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": "2026-05-19T15:42:16.752105+00:00", + "ended_at": "2026-05-19T15:42:31.789513+00:00", + "elapsed_ms": 15037.38, + "prompt_metrics": { + "chars": 7253, + "bytes_utf8": 7253, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 915, + "bytes_utf8": 915, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 544, + "bytes_utf8": 544, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14521, + "cached_input_tokens": 13696, + "output_tokens": 529, + "reasoning_output_tokens": 366 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e150bb5d45212db68dd540454102408419df68b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=28.7967.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "28.7967", + "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": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59fb9ef8f5353b44d2d59edae1c288e5c7f52c04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-efb0-7972-a70c-048b73af4b2b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"28.7967\\\" AS REAL) AS \\\"28.7967\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"28.7967\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"28.7967\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"28.7967\\\" DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to \\\"28.7967\\\" and num_tiles=10. Casted the TEXT column to REAL so the tail bucket and descending order are computed numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14521,"cached_input_tokens":13696,"output_tokens":529,"reasoning_output_tokens":366}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dfb7dfeacd26103162291dd6be03ee5b1c87567 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"28.7967\" AS REAL) AS \"28.7967\",\n NTILE(10) OVER (ORDER BY CAST(\"28.7967\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n11\"\n)\nSELECT \"28.7967\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"28.7967\" DESC;","notes":"Used the requested Quantile Tail Slice template with measure_col bound to \"28.7967\" and num_tiles=10. Casted the TEXT column to REAL so the tail bucket and descending order are computed numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a64d0926f87e5047/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a64d0926f87e5047/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce863660ad46f5642d8ccd3b8a9d5cd99e4695f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a64d0926f87e5047/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"-8.2027": "0", "support": 59, "avg_response": 0.7308932203389831}, {"-8.2027": "-0.0001", "support": 24, "avg_response": 0.7430708333333333}, {"-8.2027": "0.0001", "support": 18, "avg_response": 0.7175388888888888}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a64d0926f87e5047/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a64d0926f87e5047/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a151665a0f4ae05b4017ea494093cf7521d255e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a64d0926f87e5047/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_a64d0926f87e5047 +-- problem_id: v2p_n11_cdadebe962258d94 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "-8.2027", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "-8.2027" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a64d0926f87e5047/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a64d0926f87e5047/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1541f73b66c4445b38a621fea1f54966e49136e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a64d0926f87e5047/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_b\n-- sql_source_dataset_id: n11\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_n11_a64d0926f87e5047\n-- problem_id: v2p_n11_cdadebe962258d94\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"-8.2027\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"-8.2027\"\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_b\\n-- sql_source_dataset_id: n11\\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_n11_a64d0926f87e5047\\n-- problem_id: v2p_n11_cdadebe962258d94\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"-8.2027\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"-8.2027\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"-8.2027\", \"support\", \"avg_response\"], \"rows\": [{\"-8.2027\": \"0\", \"support\": 59, \"avg_response\": 0.7308932203389831}, {\"-8.2027\": \"-0.0001\", \"support\": 24, \"avg_response\": 0.7430708333333333}, {\"-8.2027\": \"0.0001\", \"support\": 18, \"avg_response\": 0.7175388888888888}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.75}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a64d0926f87e5047/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a64d0926f87e5047/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bb6b3c67f4ac8979c9da08524a5f65b4f48ad636 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a64d0926f87e5047/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:06:31.575599+00:00", + "ended_at": "2026-05-19T16:06:31.592090+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a64d0926f87e5047", + "problem_id": "v2p_n11_cdadebe962258d94", + "dataset_id": "n11", + "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=0.3918, key_col=-8.2027.", + "bindings": { + "key_col": "-8.2027", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a64d0926f87e5047.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_b/n11/artifacts/v2q_n11_a64d0926f87e5047/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a64d0926f87e5047/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a64d0926f87e5047/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_b/n11/artifacts/v2q_n11_a7de929652495c30/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d75ca58e5fe1090b3ea8f591453901c8fb22fffd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/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=g. +Result preview: [{"g": "h", "support": 6688}, {"g": "g", "support": 12331}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..547b2be08dcc4347db77d5f8a494e968d2e38000 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_a7de929652495c30 +-- problem_id: v2p_n11_98922845bce128c2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "g", + COUNT(*) AS "support" +FROM "n11" +GROUP BY "g" +ORDER BY "support" ASC, "g" +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37adf9421f33a4b40c7503badb6b42190045d084 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/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 \"g\",\n COUNT(*) AS \"support\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"support\" ASC, \"g\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"support\\\" ASC, \\\"g\\\"\\nLIMIT 15;\", \"columns\": [\"g\", \"support\"], \"rows\": [{\"g\": \"h\", \"support\": 6688}, {\"g\": \"g\", \"support\": 12331}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.75}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0bbdd1bbd6d7fc3999eede4dbe4447ce592ed939 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:02:04.397521+00:00", + "ended_at": "2026-05-19T16:02:12.947412+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a7de929652495c30", + "problem_id": "v2p_n11_98922845bce128c2", + "dataset_id": "n11", + "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=g.", + "bindings": { + "group_col": "g", + "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": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_a7de929652495c30.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a7de929652495c30", + "api_calls": 0, + "input_tokens": 14470, + "cached_input_tokens": 12032, + "output_tokens": 304, + "total_tokens": 14774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8541.02, + "sql_execution_elapsed_ms_total": 4.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..834570eec027869eacf237d39c80250f205cbcfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:02:12.941013+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": 8541.02, "started_at": "2026-05-19T16:02:04.399252+00:00", "ended_at": "2026-05-19T16:02:12.940291+00:00", "prompt_metrics": {"chars": 7061, "bytes_utf8": 7061, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 290, "bytes_utf8": 290, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14470, "cached_input_tokens": 12032, "output_tokens": 304, "reasoning_output_tokens": 212}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"support\\\" ASC, \\\"g\\\"\\nLIMIT 15;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"g\\\" and top_k set to 15.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..119383df34e862747bdc477b715d2287a8547689 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a7de929652495c30", + "api_calls": 0, + "input_tokens": 14470, + "cached_input_tokens": 12032, + "output_tokens": 304, + "total_tokens": 14774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8541.02, + "sql_execution_elapsed_ms_total": 4.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f31b96e47faa8321ae215faffb463eabad8b92c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/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=g, measure_col=-8.2027. +Result preview: [{"g": "h", "40.092": "60.3405", "total_measure": 179.851, "share_within_group": 7.5064751074398695}, {"g": "h", "40.092": "8.9743", "total_measure": 170.692, "share_within_group": 7.124204197024906}, {"g": "h", "40.092": "72.8814", "total_measure": 163.2697, "share_within_group": 6.814418262056788}, {"g": "h", "40.092": "85.9426", "total_measure": 154.865, "share_within_group": 6.463629713005074}, {"g": "h", "40.092": "68.0493", "total_measure": 152.0454, "share_within_group": 6.345947536020028}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1dfdde8df7122233ec3facd4448995f45816605 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_a7f2400c1bce6c75 +-- problem_id: v2p_n11_290db3cee3d06ff7 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", "40.092", + SUM(CAST("-8.2027" AS REAL)) AS total_measure, + SUM(CAST("-8.2027" AS REAL)) * 100.0 / SUM(SUM(CAST("-8.2027" AS REAL))) OVER (PARTITION BY "g") AS share_within_group +FROM "n11" +GROUP BY "g", "40.092" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa16758ea15bc8a614d0decbf00bfc9b72a7f817 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/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 \"g\", \"40.092\",\n SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure,\n SUM(CAST(\"-8.2027\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"-8.2027\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"40.092\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"40.092\\\",\\n SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"-8.2027\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"-8.2027\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"40.092\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"g\", \"40.092\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"h\", \"40.092\": \"60.3405\", \"total_measure\": 179.851, \"share_within_group\": 7.5064751074398695}, {\"g\": \"h\", \"40.092\": \"8.9743\", \"total_measure\": 170.692, \"share_within_group\": 7.124204197024906}, {\"g\": \"h\", \"40.092\": \"72.8814\", \"total_measure\": 163.2697, \"share_within_group\": 6.814418262056788}, {\"g\": \"h\", \"40.092\": \"85.9426\", \"total_measure\": 154.865, \"share_within_group\": 6.463629713005074}, {\"g\": \"h\", \"40.092\": \"68.0493\", \"total_measure\": 152.0454, \"share_within_group\": 6.345947536020028}, {\"g\": \"h\", \"40.092\": \"60.596\", \"total_measure\": 145.7734, \"share_within_group\": 6.0841718891019525}, {\"g\": \"h\", \"40.092\": \"85.8723\", \"total_measure\": 143.8753, \"share_within_group\": 6.00495053141458}, {\"g\": \"h\", \"40.092\": \"44.0915\", \"total_measure\": 139.4576, \"share_within_group\": 5.820568153323065}, {\"g\": \"h\", \"40.092\": \"86.7983\", \"total_measure\": 139.2361, \"share_within_group\": 5.811323366047497}, {\"g\": \"h\", \"40.092\": \"16.4804\", \"total_measure\": 132.589, \"share_within_group\": 5.533892099684433}, {\"g\": \"h\", \"40.092\": \"67.1736\", \"total_measure\": 132.388, \"share_within_group\": 5.525502924775228}, {\"g\": \"h\", \"40.092\": \"51.7033\", \"total_measure\": 131.9334, \"share_within_group\": 5.5065291988363}, {\"g\": \"h\", \"40.092\": \"11.8951\", \"total_measure\": 131.5547, \"share_within_group\": 5.49072332551234}, {\"g\": \"h\", \"40.092\": \"55.482\", \"total_measure\": 130.8545, \"share_within_group\": 5.461498946052513}, {\"g\": \"h\", \"40.092\": \"84.6519\", \"total_measure\": 130.494, \"share_within_group\": 5.446452689561128}, {\"g\": \"h\", \"40.092\": \"21.555\", \"total_measure\": 127.685, \"share_within_group\": 5.329212926775274}, {\"g\": \"h\", \"40.092\": \"82.3074\", \"total_measure\": 127.381, \"share_within_group\": 5.316524821439959}, {\"g\": \"h\", \"40.092\": \"64.2588\", \"total_measure\": 125.8172, \"share_within_group\": 5.251256205902573}, {\"g\": \"h\", \"40.092\": \"71.309\", \"total_measure\": 125.381, \"share_within_group\": 5.233050444233941}, {\"g\": \"h\", \"40.092\": \"29.7554\", \"total_measure\": 125.301, \"share_within_group\": 5.229711469145699}, {\"g\": \"h\", \"40.092\": \"54.683\", \"total_measure\": 125.1524, \"share_within_group\": 5.223509322919292}, {\"g\": \"h\", \"40.092\": \"23.2154\", \"total_measure\": 124.621, \"share_within_group\": 5.201330180895653}, {\"g\": \"h\", \"40.092\": \"66.5963\", \"total_measure\": 124.0856, \"share_within_group\": 5.178984090117601}, {\"g\": \"h\", \"40.092\": \"54.3542\", \"total_measure\": 122.4618, \"share_within_group\": 5.111211243264035}, {\"g\": \"h\", \"40.092\": \"75.4253\", \"total_measure\": 122.2904, \"share_within_group\": 5.104057489137479}, {\"g\": \"h\", \"40.092\": \"15.8519\", \"total_measure\": 121.8642, \"share_within_group\": 5.086269099354876}, {\"g\": \"h\", \"40.092\": \"3.7745\", \"total_measure\": 121.181, \"share_within_group\": 5.0577542521013}, {\"g\": \"h\", \"40.092\": \"23.143\", \"total_measure\": 120.567, \"share_within_group\": 5.032127618299052}, {\"g\": \"h\", \"40.092\": \"44.655\", \"total_measure\": 120.53, \"share_within_group\": 5.030583342320741}, {\"g\": \"h\", \"40.092\": \"12.0447\", \"total_measure\": 120.3763, \"share_within_group\": 5.024168336432458}, {\"g\": \"h\", \"40.092\": \"84.4018\", \"total_measure\": 119.928, \"share_within_group\": 5.005457554781729}, {\"g\": \"h\", \"40.092\": \"32.8558\", \"total_measure\": 117.371, \"share_within_group\": 4.898735563523834}, {\"g\": \"h\", \"40.092\": \"15.79\", \"total_measure\": 117.31, \"share_within_group\": 4.89618959501905}, {\"g\": \"h\", \"40.092\": \"61.1733\", \"total_measure\": 116.7052, \"share_within_group\": 4.87094694335195}, {\"g\": \"h\", \"40.092\": \"4.1599\", \"total_measure\": 116.5691, \"share_within_group\": 4.86526651198308}, {\"g\": \"h\", \"40.092\": \"68.4299\", \"total_measure\": 114.7321, \"share_within_group\": 4.788595296519352}, {\"g\": \"h\", \"40.092\": \"58.4545\", \"total_measure\": 113.4518, \"share_within_group\": 4.735159173950919}, {\"g\": \"h\", \"40.092\": \"58.974\", \"total_measure\": 111.997, \"share_within_group\": 4.674439911971261}, {\"g\": \"h\", \"40.092\": \"62.4657\", \"total_measure\": 111.926, \"share_within_group\": 4.671476571580447}, {\"g\": \"h\", \"40.092\": \"63.6941\", \"total_measure\": 111.7821, \"share_within_group\": 4.665470590140473}, {\"g\": \"h\", \"40.092\": \"75.4664\", \"total_measure\": 110.421, \"share_within_group\": 4.608662102732917}, {\"g\": \"h\", \"40.092\": \"62.2396\", \"total_measure\": 110.0008, \"share_within_group\": 4.591124136081933}, {\"g\": \"h\", \"40.092\": \"31.715\", \"total_measure\": 108.551, \"share_within_group\": 4.53061356004529}, {\"g\": \"h\", \"40.092\": \"50.8115\", \"total_measure\": 106.5388, \"share_within_group\": 4.446629989138313}, {\"g\": \"h\", \"40.092\": \"72.9736\", \"total_measure\": 106.1555, \"share_within_group\": 4.43063212474678}, {\"g\": \"h\", \"40.092\": \"50.859\", \"total_measure\": 106.034, \"share_within_group\": 4.425561056331515}, {\"g\": \"h\", \"40.092\": \"80.6847\", \"total_measure\": 105.774, \"share_within_group\": 4.414709387294732}, {\"g\": \"h\", \"40.092\": \"72.373\", \"total_measure\": 105.178, \"share_within_group\": 4.389834022887338}, {\"g\": \"h\", \"40.092\": \"44.1299\", \"total_measure\": 104.9312, \"share_within_group\": 4.379533284740115}, {\"g\": \"h\", \"40.092\": \"60.221\", \"total_measure\": 104.781, \"share_within_group\": 4.3732643590119435}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 78.22}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..29ffa03322cdc76734f1ba8c3620416483805282 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:34:45.747266+00:00", + "ended_at": "2026-05-19T15:34:59.671386+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a7f2400c1bce6c75", + "problem_id": "v2p_n11_290db3cee3d06ff7", + "dataset_id": "n11", + "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=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "item_col": "40.092", + "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": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a7f2400c1bce6c75.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a7f2400c1bce6c75", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 12032, + "output_tokens": 693, + "total_tokens": 15278, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13839.75, + "sql_execution_elapsed_ms_total": 78.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d52594dcff5f3d642acd476e88839b836d840cfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:59.589765+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": 13839.75, "started_at": "2026-05-19T15:34:45.748860+00:00", "ended_at": "2026-05-19T15:34:59.588642+00:00", "prompt_metrics": {"chars": 7478, "bytes_utf8": 7478, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 562, "bytes_utf8": 562, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14585, "cached_input_tokens": 12032, "output_tokens": 693, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"40.092\\\",\\n SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"-8.2027\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"-8.2027\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"40.092\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"40.092\\\", and measure_col=\\\"-8.2027\\\". Cast the measure column to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..952cea59bcd5d7ec105800d377d50e60ded05a9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a7f2400c1bce6c75", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 12032, + "output_tokens": 693, + "total_tokens": 15278, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13839.75, + "sql_execution_elapsed_ms_total": 78.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab81cb23f4741227eda119169c19779d1f54a093 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/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=g, measure_col=22.011. +Result preview: [{"g": "g", "group_value": 219603.6655}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cca4b810dd7defd1ba4a342ab128f7c3f946b56c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_a86e435cdd0eac08 +-- problem_id: v2p_n11_654d6389bc33b20d +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("22.011" AS REAL)) AS group_value + FROM "n11" + GROUP BY "g" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."g", 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_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64d72c3f8d43391d3cc67955cda85ef83166b595 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/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 \"g\", SUM(CAST(\"22.011\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", 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 \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"g\", \"group_value\": 219603.6655}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.99}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6dd95abd45c8a71a7fd3d75e6646b965939d1154 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:46:29.357803+00:00", + "ended_at": "2026-05-19T15:46:38.960401+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a86e435cdd0eac08", + "problem_id": "v2p_n11_654d6389bc33b20d", + "dataset_id": "n11", + "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=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "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": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_a86e435cdd0eac08.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a86e435cdd0eac08", + "api_calls": 0, + "input_tokens": 14599, + "cached_input_tokens": 12032, + "output_tokens": 411, + "total_tokens": 15010, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9581.93, + "sql_execution_elapsed_ms_total": 13.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41921c10287e0ce7207a2497bbb61ac7933d0998 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:38.943451+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": 9581.93, "started_at": "2026-05-19T15:46:29.359735+00:00", "ended_at": "2026-05-19T15:46:38.941714+00:00", "prompt_metrics": {"chars": 7619, "bytes_utf8": 7619, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 572, "bytes_utf8": 572, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14599, "cached_input_tokens": 12032, "output_tokens": 411, "reasoning_output_tokens": 251}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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=\\\"g\\\" and measure_col=\\\"22.011\\\". Cast the measure column to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a0d37fa55583cda4b520a76d85a7585e26747461 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a86e435cdd0eac08", + "api_calls": 0, + "input_tokens": 14599, + "cached_input_tokens": 12032, + "output_tokens": 411, + "total_tokens": 15010, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9581.93, + "sql_execution_elapsed_ms_total": 13.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a8d0baf678968185/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a8d0baf678968185/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3add4b311d50dfda04cce2dca900c6dcbc5564b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a8d0baf678968185/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"0.1982": "0.194", "support": 18, "avg_response": 0.3544611111111111}, {"0.1982": "0.2126", "support": 16, "avg_response": 0.38776875}, {"0.1982": "0.2", "support": 16, "avg_response": 0.36355625}, {"0.1982": "0.1939", "support": 16, "avg_response": 0.34733125}, {"0.1982": "0.2251", "support": 15, "avg_response": 0.39676000000000006}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a8d0baf678968185/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a8d0baf678968185/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..11edaf906ff1796c12ffdbae931f3baf026a878d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a8d0baf678968185/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_a8d0baf678968185 +-- problem_id: v2p_n11_2d33c8990e86be04 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.1982", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "0.1982" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a8d0baf678968185/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a8d0baf678968185/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ecc9327f6532635ef1ec553158a8e3f074b3434 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a8d0baf678968185/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_b\n-- sql_source_dataset_id: n11\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_n11_a8d0baf678968185\n-- problem_id: v2p_n11_2d33c8990e86be04\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"0.1982\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"0.1982\"\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_b\\n-- sql_source_dataset_id: n11\\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_n11_a8d0baf678968185\\n-- problem_id: v2p_n11_2d33c8990e86be04\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"0.1982\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"0.1982\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"0.1982\", \"support\", \"avg_response\"], \"rows\": [{\"0.1982\": \"0.194\", \"support\": 18, \"avg_response\": 0.3544611111111111}, {\"0.1982\": \"0.2126\", \"support\": 16, \"avg_response\": 0.38776875}, {\"0.1982\": \"0.2\", \"support\": 16, \"avg_response\": 0.36355625}, {\"0.1982\": \"0.1939\", \"support\": 16, \"avg_response\": 0.34733125}, {\"0.1982\": \"0.2251\", \"support\": 15, \"avg_response\": 0.39676000000000006}, {\"0.1982\": \"0.217\", \"support\": 15, \"avg_response\": 0.39194666666666667}, {\"0.1982\": \"0.1812\", \"support\": 14, \"avg_response\": 0.3474}, {\"0.1982\": \"0.1772\", \"support\": 14, \"avg_response\": 0.3184142857142857}, {\"0.1982\": \"0.1665\", \"support\": 14, \"avg_response\": 0.3147642857142857}, {\"0.1982\": \"0.169\", \"support\": 14, \"avg_response\": 0.3083571428571429}, {\"0.1982\": \"0.1581\", \"support\": 14, \"avg_response\": 0.2978428571428572}, {\"0.1982\": \"0.1568\", \"support\": 14, \"avg_response\": 0.28285714285714286}, {\"0.1982\": \"0.1515\", \"support\": 14, \"avg_response\": 0.2795571428571429}, {\"0.1982\": \"0.1458\", \"support\": 14, \"avg_response\": 0.2653357142857143}, {\"0.1982\": \"0.1504\", \"support\": 14, \"avg_response\": 0.2621428571428571}, {\"0.1982\": \"0.1302\", \"support\": 14, \"avg_response\": 0.24675}, {\"0.1982\": \"0.1245\", \"support\": 14, \"avg_response\": 0.23368571428571427}, {\"0.1982\": \"0.1208\", \"support\": 14, \"avg_response\": 0.2322857142857143}, {\"0.1982\": \"0.1247\", \"support\": 14, \"avg_response\": 0.22805}, {\"0.1982\": \"0.1279\", \"support\": 14, \"avg_response\": 0.22524285714285713}, {\"0.1982\": \"0.0934\", \"support\": 14, \"avg_response\": 0.17295}, {\"0.1982\": \"0.25\", \"support\": 13, \"avg_response\": 0.4480230769230769}, {\"0.1982\": \"0.1922\", \"support\": 13, \"avg_response\": 0.3515153846153846}, {\"0.1982\": \"0.1578\", \"support\": 13, \"avg_response\": 0.2906}, {\"0.1982\": \"0.1576\", \"support\": 13, \"avg_response\": 0.28857692307692306}, {\"0.1982\": \"0.1427\", \"support\": 13, \"avg_response\": 0.26797692307692306}, {\"0.1982\": \"0.1429\", \"support\": 13, \"avg_response\": 0.2678615384615385}, {\"0.1982\": \"0.1404\", \"support\": 13, \"avg_response\": 0.26287692307692306}, {\"0.1982\": \"0.1394\", \"support\": 13, \"avg_response\": 0.2579923076923077}, {\"0.1982\": \"0.1134\", \"support\": 13, \"avg_response\": 0.21300000000000002}, {\"0.1982\": \"0.1121\", \"support\": 13, \"avg_response\": 0.20927692307692308}, {\"0.1982\": \"0.1033\", \"support\": 13, \"avg_response\": 0.18866923076923078}, {\"0.1982\": \"0.2593\", \"support\": 12, \"avg_response\": 0.46725833333333333}, {\"0.1982\": \"0.213\", \"support\": 12, \"avg_response\": 0.37848333333333334}, {\"0.1982\": \"0.1988\", \"support\": 12, \"avg_response\": 0.3599583333333333}, {\"0.1982\": \"0.1898\", \"support\": 12, \"avg_response\": 0.32798333333333335}, {\"0.1982\": \"0.1677\", \"support\": 12, \"avg_response\": 0.31245833333333334}, {\"0.1982\": \"0.1708\", \"support\": 12, \"avg_response\": 0.30517500000000003}, {\"0.1982\": \"0.1643\", \"support\": 12, \"avg_response\": 0.3045666666666667}, {\"0.1982\": \"0.1644\", \"support\": 12, \"avg_response\": 0.299725}, {\"0.1982\": \"0.167\", \"support\": 12, \"avg_response\": 0.2994583333333333}, {\"0.1982\": \"0.1603\", \"support\": 12, \"avg_response\": 0.29478333333333334}, {\"0.1982\": \"0.1593\", \"support\": 12, \"avg_response\": 0.2892166666666667}, {\"0.1982\": \"0.1537\", \"support\": 12, \"avg_response\": 0.28009999999999996}, {\"0.1982\": \"0.1479\", \"support\": 12, \"avg_response\": 0.27744166666666664}, {\"0.1982\": \"0.1412\", \"support\": 12, \"avg_response\": 0.26718333333333333}, {\"0.1982\": \"0.1437\", \"support\": 12, \"avg_response\": 0.26361666666666667}, {\"0.1982\": \"0.1405\", \"support\": 12, \"avg_response\": 0.25959166666666667}, {\"0.1982\": \"0.1337\", \"support\": 12, \"avg_response\": 0.2494833333333333}, {\"0.1982\": \"0.1304\", \"support\": 12, \"avg_response\": 0.2402}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a8d0baf678968185/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a8d0baf678968185/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..22721e88be85a1f20f60f6626ca0cbaef9582a7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a8d0baf678968185/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:06:31.510927+00:00", + "ended_at": "2026-05-19T16:06:31.526438+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a8d0baf678968185", + "problem_id": "v2p_n11_2d33c8990e86be04", + "dataset_id": "n11", + "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=0.3918, key_col=0.1982.", + "bindings": { + "key_col": "0.1982", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a8d0baf678968185.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_b/n11/artifacts/v2q_n11_a8d0baf678968185/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a8d0baf678968185/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a8d0baf678968185/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_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f61884ee353c008f32c01ebec4bb89d4831a19fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/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=g. +Result preview: [{"g": "h", "support": 6688}, {"g": "g", "support": 12331}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d3fb094ae24214c3036542337def03c4fdb3293 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_a91eca6456c8bf88 +-- problem_id: v2p_n11_9d87b18cdb361174 +-- realization_mode: agent +-- source_kind: agent +SELECT + "g", + COUNT(*) AS support +FROM "n11" +GROUP BY "g" +ORDER BY support ASC, "g" +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a50ce1eb97bc38d061658c388bcd0338bcd5aa50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/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 \"g\",\n COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY support ASC, \"g\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 12;\", \"columns\": [\"g\", \"support\"], \"rows\": [{\"g\": \"h\", \"support\": 6688}, {\"g\": \"g\", \"support\": 12331}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.86}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a52cabc06b780500744f43b6a596edf30497da0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:02:32.783496+00:00", + "ended_at": "2026-05-19T16:02:40.064771+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a91eca6456c8bf88", + "problem_id": "v2p_n11_9d87b18cdb361174", + "dataset_id": "n11", + "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=g.", + "bindings": { + "group_col": "g", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a91eca6456c8bf88.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a91eca6456c8bf88", + "api_calls": 0, + "input_tokens": 14472, + "cached_input_tokens": 12032, + "output_tokens": 252, + "total_tokens": 14724, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7272.67, + "sql_execution_elapsed_ms_total": 4.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bcd84d1da917ae86c888ea19f717abf8e0a7260 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:02:40.058602+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": 7272.67, "started_at": "2026-05-19T16:02:32.785156+00:00", "ended_at": "2026-05-19T16:02:40.057854+00:00", "prompt_metrics": {"chars": 7057, "bytes_utf8": 7057, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 269, "bytes_utf8": 269, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14472, "cached_input_tokens": 12032, "output_tokens": 252, "reasoning_output_tokens": 170}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 12;\",\"notes\":\"Uses the requested Low-Support Group Count template with group_col bound to \\\"g\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ef2ecf8692bc3720e1620a7cc45470faf6af1951 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a91eca6456c8bf88", + "api_calls": 0, + "input_tokens": 14472, + "cached_input_tokens": 12032, + "output_tokens": 252, + "total_tokens": 14724, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7272.67, + "sql_execution_elapsed_ms_total": 4.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5307b0f267424def39ea6b6c083843f68a206ffb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:05:27.113872+00:00", + "ended_at": "2026-05-19T16:05:33.661534+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a97047c3a10a2405", + "problem_id": "v2p_n11_e5dc85e4f9d1932e", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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 Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "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": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=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_b/n11/artifacts/v2q_n11_a97047c3a10a2405/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..027d52d3e27f755f6081ba204e28b132ea95ca9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:29.837441+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2720.6, "started_at": "2026-05-19T16:05:27.115847+00:00", "ended_at": "2026-05-19T16:05:29.836473+00:00", "prompt_metrics": {"chars": 7232, "bytes_utf8": 7232, "lines": 228, "estimated_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-26ca-7693-b95d-7e0e1dc18f51\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:33.661407+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2821.58, "started_at": "2026-05-19T16:05:30.838791+00:00", "ended_at": "2026-05-19T16:05:33.660423+00:00", "prompt_metrics": {"chars": 7232, "bytes_utf8": 7232, "lines": 228, "estimated_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-355d-7a20-9526-6ecef0c1497a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aa321be36b751865/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aa321be36b751865/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9c2708ca6b0e8a9f9de9b2756e77e520efd0873 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aa321be36b751865/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"0.1982": "0.194", "support": 18, "avg_response": 43.957438888888895}, {"0.1982": "0.1939", "support": 16, "avg_response": 53.64070625}, {"0.1982": "0.2", "support": 16, "avg_response": 43.738075}, {"0.1982": "0.2126", "support": 16, "avg_response": 32.29499375}, {"0.1982": "0.2251", "support": 15, "avg_response": 44.64872666666667}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aa321be36b751865/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aa321be36b751865/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd87efd9bf41d50ba499e875b0b47922b7a6c66d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aa321be36b751865/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_aa321be36b751865 +-- problem_id: v2p_n11_2c13d1ec2830462c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.1982", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "0.1982" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aa321be36b751865/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aa321be36b751865/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c92506eac3f19abbef79f9834095a8c85074145 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aa321be36b751865/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_b\n-- sql_source_dataset_id: n11\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_n11_aa321be36b751865\n-- problem_id: v2p_n11_2c13d1ec2830462c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"0.1982\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"0.1982\"\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_b\\n-- sql_source_dataset_id: n11\\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_n11_aa321be36b751865\\n-- problem_id: v2p_n11_2c13d1ec2830462c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"0.1982\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"0.1982\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"0.1982\", \"support\", \"avg_response\"], \"rows\": [{\"0.1982\": \"0.194\", \"support\": 18, \"avg_response\": 43.957438888888895}, {\"0.1982\": \"0.1939\", \"support\": 16, \"avg_response\": 53.64070625}, {\"0.1982\": \"0.2\", \"support\": 16, \"avg_response\": 43.738075}, {\"0.1982\": \"0.2126\", \"support\": 16, \"avg_response\": 32.29499375}, {\"0.1982\": \"0.2251\", \"support\": 15, \"avg_response\": 44.64872666666667}, {\"0.1982\": \"0.217\", \"support\": 15, \"avg_response\": 38.382733333333334}, {\"0.1982\": \"0.169\", \"support\": 14, \"avg_response\": 94.1807357142857}, {\"0.1982\": \"0.1279\", \"support\": 14, \"avg_response\": 79.62082857142856}, {\"0.1982\": \"0.1302\", \"support\": 14, \"avg_response\": 77.41425714285715}, {\"0.1982\": \"0.0934\", \"support\": 14, \"avg_response\": 76.45781428571429}, {\"0.1982\": \"0.1458\", \"support\": 14, \"avg_response\": 74.09357142857142}, {\"0.1982\": \"0.1208\", \"support\": 14, \"avg_response\": 72.58167857142857}, {\"0.1982\": \"0.1245\", \"support\": 14, \"avg_response\": 69.55346428571428}, {\"0.1982\": \"0.1504\", \"support\": 14, \"avg_response\": 66.84429285714285}, {\"0.1982\": \"0.1247\", \"support\": 14, \"avg_response\": 64.83754285714285}, {\"0.1982\": \"0.1568\", \"support\": 14, \"avg_response\": 59.73997857142857}, {\"0.1982\": \"0.1665\", \"support\": 14, \"avg_response\": 56.44932857142857}, {\"0.1982\": \"0.1812\", \"support\": 14, \"avg_response\": 51.146385714285714}, {\"0.1982\": \"0.1772\", \"support\": 14, \"avg_response\": 50.093228571428575}, {\"0.1982\": \"0.1515\", \"support\": 14, \"avg_response\": 49.817485714285716}, {\"0.1982\": \"0.1581\", \"support\": 14, \"avg_response\": 48.17647857142857}, {\"0.1982\": \"0.1134\", \"support\": 13, \"avg_response\": 82.31993846153847}, {\"0.1982\": \"0.1033\", \"support\": 13, \"avg_response\": 78.75260769230769}, {\"0.1982\": \"0.1121\", \"support\": 13, \"avg_response\": 72.05336153846154}, {\"0.1982\": \"0.1427\", \"support\": 13, \"avg_response\": 67.98605384615385}, {\"0.1982\": \"0.1578\", \"support\": 13, \"avg_response\": 60.72507692307693}, {\"0.1982\": \"0.1404\", \"support\": 13, \"avg_response\": 56.72139230769231}, {\"0.1982\": \"0.1576\", \"support\": 13, \"avg_response\": 55.593907692307695}, {\"0.1982\": \"0.1394\", \"support\": 13, \"avg_response\": 51.3609076923077}, {\"0.1982\": \"0.1429\", \"support\": 13, \"avg_response\": 47.47032307692307}, {\"0.1982\": \"0.1922\", \"support\": 13, \"avg_response\": 47.18357692307692}, {\"0.1982\": \"0.25\", \"support\": 13, \"avg_response\": 27.97213846153846}, {\"0.1982\": \"0.1064\", \"support\": 12, \"avg_response\": 85.73356666666666}, {\"0.1982\": \"0.1037\", \"support\": 12, \"avg_response\": 81.63821666666666}, {\"0.1982\": \"0.0931\", \"support\": 12, \"avg_response\": 80.175025}, {\"0.1982\": \"0.1304\", \"support\": 12, \"avg_response\": 78.5406}, {\"0.1982\": \"0.0986\", \"support\": 12, \"avg_response\": 77.343675}, {\"0.1982\": \"0.1337\", \"support\": 12, \"avg_response\": 73.122675}, {\"0.1982\": \"0.1206\", \"support\": 12, \"avg_response\": 72.42529166666667}, {\"0.1982\": \"0.0987\", \"support\": 12, \"avg_response\": 70.69989166666666}, {\"0.1982\": \"0.1603\", \"support\": 12, \"avg_response\": 69.61889166666667}, {\"0.1982\": \"0.1038\", \"support\": 12, \"avg_response\": 69.00594166666666}, {\"0.1982\": \"0.1153\", \"support\": 12, \"avg_response\": 68.77254166666667}, {\"0.1982\": \"0.1898\", \"support\": 12, \"avg_response\": 67.99460833333333}, {\"0.1982\": \"0.1412\", \"support\": 12, \"avg_response\": 66.205775}, {\"0.1982\": \"0.1708\", \"support\": 12, \"avg_response\": 63.801566666666666}, {\"0.1982\": \"0.1292\", \"support\": 12, \"avg_response\": 63.58295833333333}, {\"0.1982\": \"0.1593\", \"support\": 12, \"avg_response\": 63.41340833333334}, {\"0.1982\": \"0.1479\", \"support\": 12, \"avg_response\": 62.204275}, {\"0.1982\": \"0.1405\", \"support\": 12, \"avg_response\": 58.73806666666667}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.31}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aa321be36b751865/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aa321be36b751865/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b10ea82898b09fb6e3cbd523a41aa2bfe38b6df3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aa321be36b751865/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:06:31.495301+00:00", + "ended_at": "2026-05-19T16:06:31.510477+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_aa321be36b751865", + "problem_id": "v2p_n11_2c13d1ec2830462c", + "dataset_id": "n11", + "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=28.7967, key_col=0.1982.", + "bindings": { + "key_col": "0.1982", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_aa321be36b751865.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_b/n11/artifacts/v2q_n11_aa321be36b751865/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aa321be36b751865/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aa321be36b751865/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_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9088c048b4fcfe4b51c027291182357dcb938c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/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=g, measure_col=-8.2027. +Result preview: [{"g": "h", "group_value": 2395.9448}, {"g": "g", "group_value": 2362.0456}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..64904c4d3e79dc2585d5cf4c9acd77869a4d3fa6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_aad992f8f9c1b973 +-- problem_id: v2p_n11_383b6c9a35361d72 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS group_value + FROM "n11" + GROUP BY "g" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."g", 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_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88d1602fe4e43c6b3c3a0204899734f94fdce579 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/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 \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", 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 \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"h\", \"group_value\": 2395.9448}, {\"g\": \"g\", \"group_value\": 2362.0456}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.69}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3aa7424c10cb2780ac00a4ea0d547738c6223408 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:46:50.598971+00:00", + "ended_at": "2026-05-19T15:47:05.771057+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_aad992f8f9c1b973", + "problem_id": "v2p_n11_383b6c9a35361d72", + "dataset_id": "n11", + "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=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=77" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_aad992f8f9c1b973.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_aad992f8f9c1b973", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 12032, + "output_tokens": 518, + "total_tokens": 15121, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15144.71, + "sql_execution_elapsed_ms_total": 20.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3074c7b568b1066e1089077d4f81306cfe97e98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:05.747526+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": 15144.71, "started_at": "2026-05-19T15:46:50.601642+00:00", "ended_at": "2026-05-19T15:47:05.746393+00:00", "prompt_metrics": {"chars": 7623, "bytes_utf8": 7623, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 563, "bytes_utf8": 563, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14603, "cached_input_tokens": 12032, "output_tokens": 518, "reasoning_output_tokens": 355}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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=\\\"g\\\" and measure_col=\\\"-8.2027\\\". The measure is cast to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0eb052f21a271a56b75485014a9d65efb62619b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_aad992f8f9c1b973", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 12032, + "output_tokens": 518, + "total_tokens": 15121, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15144.71, + "sql_execution_elapsed_ms_total": 20.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aad992f8f9c1b973/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ed50dc63818739f5f37ae0b071a2083b297ca53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/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=g, measure_col=81.8828. +Result preview: [{"g": "h", "percentile_measure": 345.9881249999999}, {"g": "g", "percentile_measure": 311.9385}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9f576ca7c054e531db5251913316c83606a0d487 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/generated_sql.sql @@ -0,0 +1,57 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_aba6237aedfe66e0 +-- problem_id: v2p_n11_23845a78209230fd +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "g" AS "g", + CAST("81.8828" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("81.8828" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "81.8828" IS NOT NULL +), +"positions" AS ( + SELECT DISTINCT + "g", + (0.95 * ("cnt" - 1)) + 1.0 AS "pos", + CAST((0.95 * ("cnt" - 1)) + 1.0 AS INTEGER) AS "lower_rn", + CASE + WHEN ((0.95 * ("cnt" - 1)) + 1.0) = CAST((0.95 * ("cnt" - 1)) + 1.0 AS INTEGER) + THEN CAST((0.95 * ("cnt" - 1)) + 1.0 AS INTEGER) + ELSE CAST((0.95 * ("cnt" - 1)) + 1.0 AS INTEGER) + 1 + END AS "upper_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + p."g", + p."pos", + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure" END) AS "lower_value", + MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure" END) AS "upper_value" + FROM "positions" AS p + JOIN "ordered" AS o + ON o."g" = p."g" + GROUP BY p."g", p."pos" +) +SELECT + "g", + CASE + WHEN "lower_value" IS NULL THEN NULL + WHEN "upper_value" IS NULL OR "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 "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7110e7aa22270076a83d35e8ec0d7b8c8539c8f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/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_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"g\" AS \"g\",\n CAST(\"81.8828\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"81.8828\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"81.8828\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"g\",\n (0.95 * (\"cnt\" - 1)) + 1.0 AS \"pos\",\n CAST((0.95 * (\"cnt\" - 1)) + 1.0 AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN ((0.95 * (\"cnt\" - 1)) + 1.0) = CAST((0.95 * (\"cnt\" - 1)) + 1.0 AS INTEGER)\n THEN CAST((0.95 * (\"cnt\" - 1)) + 1.0 AS INTEGER)\n ELSE CAST((0.95 * (\"cnt\" - 1)) + 1.0 AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n p.\"g\",\n p.\"pos\",\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"measure\" END) AS \"lower_value\",\n MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"measure\" END) AS \"upper_value\"\n FROM \"positions\" AS p\n JOIN \"ordered\" AS o\n ON o.\"g\" = p.\"g\"\n GROUP BY p.\"g\", p.\"pos\"\n)\nSELECT\n \"g\",\n CASE\n WHEN \"lower_value\" IS NULL THEN NULL\n WHEN \"upper_value\" IS NULL OR \"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 \"bounds\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"g\\\",\\n CAST(\\\"81.8828\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"81.8828\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"81.8828\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"g\\\",\\n (0.95 * (\\\"cnt\\\" - 1)) + 1.0 AS \\\"pos\\\",\\n CAST((0.95 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN ((0.95 * (\\\"cnt\\\" - 1)) + 1.0) = CAST((0.95 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER)\\n THEN CAST((0.95 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER)\\n ELSE CAST((0.95 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"g\\\",\\n p.\\\"pos\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"positions\\\" AS p\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"g\\\" = p.\\\"g\\\"\\n GROUP BY p.\\\"g\\\", p.\\\"pos\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n CASE\\n WHEN \\\"lower_value\\\" IS NULL THEN NULL\\n WHEN \\\"upper_value\\\" IS NULL OR \\\"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 \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 345.9881249999999}, {\"g\": \"g\", \"percentile_measure\": 311.9385}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 102.84}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b01893cbcc3f32948a83443e60133e320e2b39c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:54:26.315378+00:00", + "ended_at": "2026-05-19T15:55:01.232550+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_aba6237aedfe66e0", + "problem_id": "v2p_n11_23845a78209230fd", + "dataset_id": "n11", + "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=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "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": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_aba6237aedfe66e0.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_aba6237aedfe66e0", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 12032, + "output_tokens": 2034, + "total_tokens": 16537, + "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": 33805.95, + "sql_execution_elapsed_ms_total": 102.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6243f0d0975b05567f577d7aa21355f358ec86c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:54:29.574729+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3256.18, "started_at": "2026-05-19T15:54:26.317308+00:00", "ended_at": "2026-05-19T15:54:29.573523+00:00", "prompt_metrics": {"chars": 7251, "bytes_utf8": 7251, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f2-1198-7793-8c68-105b747ee6c9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:55:01.127647+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": 30549.77, "started_at": "2026-05-19T15:54:30.576173+00:00", "ended_at": "2026-05-19T15:55:01.126036+00:00", "prompt_metrics": {"chars": 7251, "bytes_utf8": 7251, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1785, "bytes_utf8": 1785, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 12032, "output_tokens": 2034, "reasoning_output_tokens": 1434}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"g\\\",\\n CAST(\\\"81.8828\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"81.8828\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"81.8828\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"g\\\",\\n (0.95 * (\\\"cnt\\\" - 1)) + 1.0 AS \\\"pos\\\",\\n CAST((0.95 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN ((0.95 * (\\\"cnt\\\" - 1)) + 1.0) = CAST((0.95 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER)\\n THEN CAST((0.95 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER)\\n ELSE CAST((0.95 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"g\\\",\\n p.\\\"pos\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THE"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ce183c9001d298b94030a504b57340b63a3a6cb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_aba6237aedfe66e0", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 12032, + "output_tokens": 2034, + "total_tokens": 16537, + "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": 33805.95, + "sql_execution_elapsed_ms_total": 102.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b773d8ef6ea3ed95a5cf47d9431bd5ffaadd671 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/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=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1aa020d29a981f172004e2b56df8dba91ef71633 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_abd92e957207e4bb +-- problem_id: v2p_n11_379b11ab9f13eb52 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1c654a75a3c833bff9c91e91ebf8d957c0731fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/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 \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.33}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eebd7d8ffb90610351dff1774208501356b2bed4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:31:32.318623+00:00", + "ended_at": "2026-05-19T15:31:39.567089+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_abd92e957207e4bb", + "problem_id": "v2p_n11_379b11ab9f13eb52", + "dataset_id": "n11", + "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=g.", + "bindings": { + "group_col": "g", + "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": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=15" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_abd92e957207e4bb.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_abd92e957207e4bb", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 244, + "total_tokens": 14678, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7231.29, + "sql_execution_elapsed_ms_total": 11.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf176c185eecc0f70c8e3f2c957d497d5c3ffc5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:39.552900+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": 7231.29, "started_at": "2026-05-19T15:31:32.320063+00:00", "ended_at": "2026-05-19T15:31:39.551385+00:00", "prompt_metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 226, "bytes_utf8": 226, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14434, "cached_input_tokens": 12032, "output_tokens": 244, "reasoning_output_tokens": 178}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned grouped count template with group_col bound to \\\"g\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f7631f86457669c29554f585cd67b83c4fea6738 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_abd92e957207e4bb", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 244, + "total_tokens": 14678, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7231.29, + "sql_execution_elapsed_ms_total": 11.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_abd92e957207e4bb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae188ce730c9e33b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae188ce730c9e33b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..13514c45fff92d14451148147833ca36a4bc15a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae188ce730c9e33b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "g", "support": 12331, "support_share": 0.6483516483516484, "cumulative_support": 12331}, {"value_label": "h", "support": 6688, "support_share": 0.3516483516483517, "cumulative_support": 19019}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae188ce730c9e33b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae188ce730c9e33b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cfc7d60cd2025d0d1850497ac57176b8819d844a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae188ce730c9e33b/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_ae188ce730c9e33b +-- problem_id: v2p_n11_4c5e4906d1f4fba4 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "g" AS value_label, COUNT(*) AS support + FROM "n11" + GROUP BY "g" +), 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_b/n11/artifacts/v2q_n11_ae188ce730c9e33b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae188ce730c9e33b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..306a4a9740e82dbd6c704a1d34a1269fb1f6f948 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae188ce730c9e33b/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_b\n-- sql_source_dataset_id: n11\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_n11_ae188ce730c9e33b\n-- problem_id: v2p_n11_4c5e4906d1f4fba4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"g\" AS value_label, COUNT(*) AS support\n FROM \"n11\"\n GROUP BY \"g\"\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_b\\n-- sql_source_dataset_id: n11\\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_n11_ae188ce730c9e33b\\n-- problem_id: v2p_n11_4c5e4906d1f4fba4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"g\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\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\": \"g\", \"support\": 12331, \"support_share\": 0.6483516483516484, \"cumulative_support\": 12331}, {\"value_label\": \"h\", \"support\": 6688, \"support_share\": 0.3516483516483517, \"cumulative_support\": 19019}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.93}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae188ce730c9e33b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae188ce730c9e33b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b865fbfb107b24046ac031c7a7f898e91d8bc6e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae188ce730c9e33b/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:06:31.421172+00:00", + "ended_at": "2026-05-19T16:06:31.427198+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ae188ce730c9e33b", + "problem_id": "v2p_n11_4c5e4906d1f4fba4", + "dataset_id": "n11", + "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=g.", + "bindings": { + "group_col": "g" + }, + "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_b/n11/sql/v2q_n11_ae188ce730c9e33b.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_b/n11/artifacts/v2q_n11_ae188ce730c9e33b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae188ce730c9e33b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae188ce730c9e33b/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_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c442b8c193ed7e479c3d694a187a48360e00bc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/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=g, measure_col=28.7967. +Result preview: [{"g": "h", "avg_measure": 70.94350426136363}, {"g": "g", "avg_measure": 43.65574361365664}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e2e6e0819995ec3c6e948d704e9e1a6e1c37352 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_ae1f830e608eb54a +-- problem_id: v2p_n11_485748c16f116bf0 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("28.7967" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +WHERE "g" IS NOT NULL + AND "28.7967" IS NOT NULL +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..33e5828cc6e57d78a4e6b679ae4f579cd671c8f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/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 \"g\",\n AVG(CAST(\"28.7967\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nWHERE \"g\" IS NOT NULL\n AND \"28.7967\" IS NOT NULL\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"28.7967\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL\\n AND \\\"28.7967\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 70.94350426136363}, {\"g\": \"g\", \"avg_measure\": 43.65574361365664}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 49.63}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62df35d882e0f915b0b123b9c3e7e2e562269fc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:40:05.818778+00:00", + "ended_at": "2026-05-19T15:40:20.344862+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ae1f830e608eb54a", + "problem_id": "v2p_n11_485748c16f116bf0", + "dataset_id": "n11", + "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=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "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": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=50" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_b/n11/sql/v2q_n11_ae1f830e608eb54a.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ae1f830e608eb54a", + "api_calls": 0, + "input_tokens": 14477, + "cached_input_tokens": 13696, + "output_tokens": 528, + "total_tokens": 15005, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14472.22, + "sql_execution_elapsed_ms_total": 49.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec00ad497d922f10d30e5fa9944d3ec90b1c5271 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:20.293672+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": 14472.22, "started_at": "2026-05-19T15:40:05.820260+00:00", "ended_at": "2026-05-19T15:40:20.292516+00:00", "prompt_metrics": {"chars": 7154, "bytes_utf8": 7154, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14477, "cached_input_tokens": 13696, "output_tokens": 528, "reasoning_output_tokens": 398}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"28.7967\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL\\n AND \\\"28.7967\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". Cast the measure from TEXT to REAL for SQLite numeric aggregation and filtered NULLs for a stable grouped view.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..71862117485ebda6be718957370c9802046dabb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ae1f830e608eb54a", + "api_calls": 0, + "input_tokens": 14477, + "cached_input_tokens": 13696, + "output_tokens": 528, + "total_tokens": 15005, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14472.22, + "sql_execution_elapsed_ms_total": 49.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5be66bb875370d9846dc7711df2628d6af1db99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/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=g. +Result preview: [{"g": "h", "support": 6688}, {"g": "g", "support": 12331}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f3a5d3a9843c28896c16811d4ef9a81626e6463 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_ae69e103bfcb52de +-- problem_id: v2p_n11_dfbcb5693b63b750 +-- realization_mode: agent +-- source_kind: agent +SELECT + "g", + COUNT(*) AS support +FROM "n11" +GROUP BY "g" +ORDER BY support ASC, "g" +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f04166f9bf34cd630b2279db67dfc0d0a850b2b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/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 \"g\",\n COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY support ASC, \"g\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2.\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 13;\", \"columns\": [\"g\", \"support\"], \"rows\": [{\"g\": \"h\", \"support\": 6688}, {\"g\": \"g\", \"support\": 12331}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.06}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1a0fbb66cde43d00e6eabca1db735a10a608c276 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:02:52.489050+00:00", + "ended_at": "2026-05-19T16:03:00.618174+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ae69e103bfcb52de", + "problem_id": "v2p_n11_dfbcb5693b63b750", + "dataset_id": "n11", + "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=g.", + "bindings": { + "group_col": "g", + "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": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=123" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ae69e103bfcb52de.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ae69e103bfcb52de", + "api_calls": 0, + "input_tokens": 14469, + "cached_input_tokens": 13696, + "output_tokens": 292, + "total_tokens": 14761, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8116.05, + "sql_execution_elapsed_ms_total": 7.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2f9da28c46a51d4c8a4e871ec8e217ecdbadce6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:03:00.609159+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": 8116.05, "started_at": "2026-05-19T16:02:52.492043+00:00", "ended_at": "2026-05-19T16:03:00.608138+00:00", "prompt_metrics": {"chars": 7057, "bytes_utf8": 7057, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 288, "bytes_utf8": 288, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14469, "cached_input_tokens": 13696, "output_tokens": 292, "reasoning_output_tokens": 205}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2.\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 13;\",\"notes\":\"Applied the planned Low-Support Group Count template with \\\"g\\\" as the grouping column and LIMIT 13.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..22f229fb45b91aa10c12233079ae1802e77cda8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ae69e103bfcb52de", + "api_calls": 0, + "input_tokens": 14469, + "cached_input_tokens": 13696, + "output_tokens": 292, + "total_tokens": 14761, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8116.05, + "sql_execution_elapsed_ms_total": 7.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ffc490bf6bacf286324a6cdfe592dc4b09503cdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:57:45.326649+00:00", + "ended_at": "2026-05-19T15:57:53.012026+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_af2407f474f56a65", + "problem_id": "v2p_n11_b01b74bba934a63e", + "dataset_id": "n11", + "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=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "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": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9f5d2bde60f89d3ca169ea66e162ca37cab4812 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:57:48.645398+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3315.81, "started_at": "2026-05-19T15:57:45.328715+00:00", "ended_at": "2026-05-19T15:57:48.644553+00:00", "prompt_metrics": {"chars": 7243, "bytes_utf8": 7243, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f5-1b1e-7573-a459-3636e5797431\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:57:53.011895+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3363.47, "started_at": "2026-05-19T15:57:49.647414+00:00", "ended_at": "2026-05-19T15:57:53.010935+00:00", "prompt_metrics": {"chars": 7243, "bytes_utf8": 7243, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f5-2bc8-7930-83a8-d484fcff9d7e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3acd5c8436b54bfc23ea3039a5a0b09d3541c8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/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=g, measure_col=2.6449. +Result preview: [{"g": "h", "0.3918": "0.1343", "total_measure": 20.3545, "share_within_group": 0.10492404153025993}, {"g": "h", "0.3918": "0.3696", "total_measure": 19.6067, "share_within_group": 0.10106925766151698}, {"g": "h", "0.3918": "0.1788", "total_measure": 19.6011, "share_within_group": 0.10104039059857907}, {"g": "h", "0.3918": "0.1023", "total_measure": 18.8522, "share_within_group": 0.0971799364139019}, {"g": "h", "0.3918": "0.1251", "total_measure": 17.9976, "share_within_group": 0.09277461641627187}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a4e0d6e541cce0a8245cdf65477a164b0cfd9df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_b0080b422fb831ce +-- problem_id: v2p_n11_a8db7e2e3ee5d9c5 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", "0.3918", + SUM(CAST("2.6449" AS REAL)) AS total_measure, + SUM(CAST("2.6449" AS REAL)) * 100.0 / SUM(SUM(CAST("2.6449" AS REAL))) OVER (PARTITION BY "g") AS share_within_group +FROM "n11" +GROUP BY "g", "0.3918" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f77a7eec57adfcd6b9f5acc5954c7ae5d82cb1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/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 \"g\", \"0.3918\",\n SUM(CAST(\"2.6449\" AS REAL)) AS total_measure,\n SUM(CAST(\"2.6449\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"2.6449\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"0.3918\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"0.3918\\\",\\n SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"2.6449\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"2.6449\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"0.3918\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"g\", \"0.3918\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"h\", \"0.3918\": \"0.1343\", \"total_measure\": 20.3545, \"share_within_group\": 0.10492404153025993}, {\"g\": \"h\", \"0.3918\": \"0.3696\", \"total_measure\": 19.6067, \"share_within_group\": 0.10106925766151698}, {\"g\": \"h\", \"0.3918\": \"0.1788\", \"total_measure\": 19.6011, \"share_within_group\": 0.10104039059857907}, {\"g\": \"h\", \"0.3918\": \"0.1023\", \"total_measure\": 18.8522, \"share_within_group\": 0.0971799364139019}, {\"g\": \"h\", \"0.3918\": \"0.1251\", \"total_measure\": 17.9976, \"share_within_group\": 0.09277461641627187}, {\"g\": \"h\", \"0.3918\": \"0.312\", \"total_measure\": 17.3522, \"share_within_group\": 0.08944768741267907}, {\"g\": \"h\", \"0.3918\": \"0.1688\", \"total_measure\": 17.3196, \"share_within_group\": 0.08927963986771917}, {\"g\": \"h\", \"0.3918\": \"0.3066\", \"total_measure\": 16.9818, \"share_within_group\": 0.08753833739264379}, {\"g\": \"g\", \"0.3918\": \"0.1599\", \"total_measure\": 28.3337, \"share_within_group\": 0.08253357898076849}, {\"g\": \"g\", \"0.3918\": \"0.2175\", \"total_measure\": 28.2272, \"share_within_group\": 0.08222335383680734}, {\"g\": \"h\", \"0.3918\": \"0.1916\", \"total_measure\": 15.8652, \"share_within_group\": 0.08178245123613352}, {\"g\": \"h\", \"0.3918\": \"0.1078\", \"total_measure\": 15.8158, \"share_within_group\": 0.08152780250235991}, {\"g\": \"h\", \"0.3918\": \"0.2502\", \"total_measure\": 15.6897, \"share_within_group\": 0.08087777810299045}, {\"g\": \"g\", \"0.3918\": \"0.2214\", \"total_measure\": 27.7545, \"share_within_group\": 0.08084642026356384}, {\"g\": \"g\", \"0.3918\": \"0.6\", \"total_measure\": 27.7513, \"share_within_group\": 0.08083709894468427}, {\"g\": \"h\", \"0.3918\": \"0.2307\", \"total_measure\": 15.6344, \"share_within_group\": 0.0805927158564787}, {\"g\": \"h\", \"0.3918\": \"0.231\", \"total_measure\": 15.3629, \"share_within_group\": 0.07919317878725737}, {\"g\": \"g\", \"0.3918\": \"0.2562\", \"total_measure\": 27.1538, \"share_within_group\": 0.07909663393513701}, {\"g\": \"g\", \"0.3918\": \"0.1876\", \"total_measure\": 27.1366, \"share_within_group\": 0.07904653184615926}, {\"g\": \"h\", \"0.3918\": \"0.2182\", \"total_measure\": 15.3091, \"share_within_group\": 0.07891584878974685}, {\"g\": \"g\", \"0.3918\": \"0.1951\", \"total_measure\": 27.0261, \"share_within_group\": 0.07872465505359863}, {\"g\": \"h\", \"0.3918\": \"0.2614\", \"total_measure\": 15.1781, \"share_within_group\": 0.07824056571030671}, {\"g\": \"h\", \"0.3918\": \"0.1332\", \"total_measure\": 14.9721, \"share_within_group\": 0.07717867018080546}, {\"g\": \"h\", \"0.3918\": \"0.1187\", \"total_measure\": 14.694600000000001, \"share_within_group\": 0.07574820411557923}, {\"g\": \"h\", \"0.3918\": \"0.0875\", \"total_measure\": 14.612, \"share_within_group\": 0.07532241493724523}, {\"g\": \"g\", \"0.3918\": \"0.1947\", \"total_measure\": 25.7999, \"share_within_group\": 0.07515284217542817}, {\"g\": \"h\", \"0.3918\": \"0.131\", \"total_measure\": 14.5522, \"share_within_group\": 0.0750141559437298}, {\"g\": \"h\", \"0.3918\": \"0.341\", \"total_measure\": 14.5424, \"share_within_group\": 0.07496363858358848}, {\"g\": \"h\", \"0.3918\": \"0.3352\", \"total_measure\": 14.5217, \"share_within_group\": 0.0748569335473716}, {\"g\": \"g\", \"0.3918\": \"0.2408\", \"total_measure\": 25.6729, \"share_within_group\": 0.0747829023323947}, {\"g\": \"g\", \"0.3918\": \"0.4\", \"total_measure\": 25.6537, \"share_within_group\": 0.07472697441911719}, {\"g\": \"h\", \"0.3918\": \"0.1549\", \"total_measure\": 14.4742, \"share_within_group\": 0.07461207899566623}, {\"g\": \"h\", \"0.3918\": \"0.1344\", \"total_measure\": 14.4712, \"share_within_group\": 0.07459661449766378}, {\"g\": \"h\", \"0.3918\": \"0.1339\", \"total_measure\": 14.436399999999999, \"share_within_group\": 0.0744172263208354}, {\"g\": \"h\", \"0.3918\": \"0.3423\", \"total_measure\": 14.4282, \"share_within_group\": 0.07437495669296205}, {\"g\": \"g\", \"0.3918\": \"0.212\", \"total_measure\": 25.5195, \"share_within_group\": 0.07433606160860466}, {\"g\": \"h\", \"0.3918\": \"0.1263\", \"total_measure\": 14.3343, \"share_within_group\": 0.0738909179054855}, {\"g\": \"h\", \"0.3918\": \"0.3469\", \"total_measure\": 14.2959, \"share_within_group\": 0.07369297233105421}, {\"g\": \"h\", \"0.3918\": \"0.325\", \"total_measure\": 14.2052, \"share_within_group\": 0.0732254290081136}, {\"g\": \"h\", \"0.3918\": \"0.3516\", \"total_measure\": 14.070500000000001, \"share_within_group\": 0.0725310730478038}, {\"g\": \"h\", \"0.3918\": \"0.1137\", \"total_measure\": 14.036200000000001, \"share_within_group\": 0.07235426228730917}, {\"g\": \"g\", \"0.3918\": \"0.1703\", \"total_measure\": 24.789, \"share_within_group\": 0.0722081792831247}, {\"g\": \"g\", \"0.3918\": \"0.2468\", \"total_measure\": 24.7745, \"share_within_group\": 0.07216594205695158}, {\"g\": \"g\", \"0.3918\": \"0.2351\", \"total_measure\": 24.7494, \"share_within_group\": 0.07209282796198985}, {\"g\": \"h\", \"0.3918\": \"0.2685\", \"total_measure\": 13.9827, \"share_within_group\": 0.07207847873959888}, {\"g\": \"h\", \"0.3918\": \"0.1502\", \"total_measure\": 13.9589, \"share_within_group\": 0.0719557937221128}, {\"g\": \"h\", \"0.3918\": \"0.1192\", \"total_measure\": 13.9293, \"share_within_group\": 0.07180321067515535}, {\"g\": \"h\", \"0.3918\": \"0.3339\", \"total_measure\": 13.8994, \"share_within_group\": 0.07164908117839765}, {\"g\": \"h\", \"0.3918\": \"0.1219\", \"total_measure\": 13.8177, \"share_within_group\": 0.07122793134946437}, {\"g\": \"g\", \"0.3918\": \"0.2457\", \"total_measure\": 24.3714, \"share_within_group\": 0.07099174716933904}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 71.92}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15ba144e6f0da8d0e187ed11ef31162099aa030f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:37:09.112101+00:00", + "ended_at": "2026-05-19T15:37:22.442484+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b0080b422fb831ce", + "problem_id": "v2p_n11_a8db7e2e3ee5d9c5", + "dataset_id": "n11", + "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=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "item_col": "0.3918", + "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": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_b0080b422fb831ce.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b0080b422fb831ce", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 13696, + "output_tokens": 649, + "total_tokens": 15234, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13253.46, + "sql_execution_elapsed_ms_total": 71.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c20e9807f6967157c8aa88fb375e5e716c42b0c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:22.368673+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": 13253.46, "started_at": "2026-05-19T15:37:09.113663+00:00", "ended_at": "2026-05-19T15:37:22.367154+00:00", "prompt_metrics": {"chars": 7469, "bytes_utf8": 7469, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 539, "bytes_utf8": 539, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14585, "cached_input_tokens": 13696, "output_tokens": 649, "reasoning_output_tokens": 476}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"0.3918\\\",\\n SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"2.6449\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"2.6449\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"0.3918\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the requested template with group_col=\\\"g\\\", item_col=\\\"0.3918\\\", and measure_col=\\\"2.6449\\\". The measure column is cast from TEXT to REAL so SQLite can aggregate it numerically.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d7dd6c33bf2e253ff72eec0630c26b08c0741212 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b0080b422fb831ce", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 13696, + "output_tokens": 649, + "total_tokens": 15234, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13253.46, + "sql_execution_elapsed_ms_total": 71.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b086ff9c055bc626/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b086ff9c055bc626/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..50e89491414178d9c108269a0288b69e055e6edb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b086ff9c055bc626/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"-8.2027": "0", "support": 59, "avg_response": 22.176513559322032}, {"-8.2027": "-0.0001", "support": 24, "avg_response": 24.50753333333333}, {"-8.2027": "0.0001", "support": 18, "avg_response": 24.361344444444445}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b086ff9c055bc626/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b086ff9c055bc626/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..549e9c09b6b57d6564c0e7152f36e2013373cddc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b086ff9c055bc626/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_b086ff9c055bc626 +-- problem_id: v2p_n11_d11173a6980a5af1 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "-8.2027", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "-8.2027" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b086ff9c055bc626/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b086ff9c055bc626/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff0ef6a80f8c005c6b94c0acdd91cee1cac23c85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b086ff9c055bc626/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_b\n-- sql_source_dataset_id: n11\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_n11_b086ff9c055bc626\n-- problem_id: v2p_n11_d11173a6980a5af1\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"-8.2027\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"-8.2027\"\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_b\\n-- sql_source_dataset_id: n11\\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_n11_b086ff9c055bc626\\n-- problem_id: v2p_n11_d11173a6980a5af1\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"-8.2027\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"-8.2027\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"-8.2027\", \"support\", \"avg_response\"], \"rows\": [{\"-8.2027\": \"0\", \"support\": 59, \"avg_response\": 22.176513559322032}, {\"-8.2027\": \"-0.0001\", \"support\": 24, \"avg_response\": 24.50753333333333}, {\"-8.2027\": \"0.0001\", \"support\": 18, \"avg_response\": 24.361344444444445}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.45}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b086ff9c055bc626/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b086ff9c055bc626/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..652356ef48b1b78120619bd0a03844a8c8f7586c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b086ff9c055bc626/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:06:31.560019+00:00", + "ended_at": "2026-05-19T16:06:31.575147+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b086ff9c055bc626", + "problem_id": "v2p_n11_d11173a6980a5af1", + "dataset_id": "n11", + "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=28.7967, key_col=-8.2027.", + "bindings": { + "key_col": "-8.2027", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_b086ff9c055bc626.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_b/n11/artifacts/v2q_n11_b086ff9c055bc626/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b086ff9c055bc626/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b086ff9c055bc626/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_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0724ea73dd384aa35858679c3b7fb45b32aedfd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:06:00.996874+00:00", + "ended_at": "2026-05-19T16:06:08.672168+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b2f4768cc9e9f6d3", + "problem_id": "v2p_n11_a647420424d7f3ac", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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 Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "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": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=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_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1f567fe7abf7d633a469805ffab666bd139ab00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:04.685771+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3684.56, "started_at": "2026-05-19T16:06:01.000533+00:00", "ended_at": "2026-05-19T16:06:04.685127+00:00", "prompt_metrics": {"chars": 7232, "bytes_utf8": 7232, "lines": 228, "estimated_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-abb5-7892-ac20-a2637ef9c43f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:06:08.672077+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2984.74, "started_at": "2026-05-19T16:06:05.686542+00:00", "ended_at": "2026-05-19T16:06:08.671312+00:00", "prompt_metrics": {"chars": 7232, "bytes_utf8": 7232, "lines": 228, "estimated_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-bd97-70a2-b84d-a36c4ff243ac\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b773d8ef6ea3ed95a5cf47d9431bd5ffaadd671 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/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=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5af1634f48d6e670cc6a30b2cacf48ec477a11d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_b56493de957b2814 +-- problem_id: v2p_n11_8949cfc61073ec8f +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ee28d303733e67c7ff0ca939b7fb6ea369cd084 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/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 \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.05}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..65414837d152b62565a5ac82878b822f5f7e47e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:31:39.568264+00:00", + "ended_at": "2026-05-19T15:31:53.619972+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b56493de957b2814", + "problem_id": "v2p_n11_8949cfc61073ec8f", + "dataset_id": "n11", + "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=g.", + "bindings": { + "group_col": "g", + "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": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=16" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_b56493de957b2814.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b56493de957b2814", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 185, + "total_tokens": 14619, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14041.2, + "sql_execution_elapsed_ms_total": 5.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2902f45cf0baebe319d20e8545e6cab5058965b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:53.613573+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": 14041.2, "started_at": "2026-05-19T15:31:39.571505+00:00", "ended_at": "2026-05-19T15:31:53.612748+00:00", "prompt_metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 282, "bytes_utf8": 282, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14434, "cached_input_tokens": 12032, "output_tokens": 185, "reasoning_output_tokens": 109}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col bound to \\\"g\\\" to show count distribution by target class.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7b6c497fb5dc5979df6c18f80be116e20db1ee3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b56493de957b2814", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 185, + "total_tokens": 14619, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14041.2, + "sql_execution_elapsed_ms_total": 5.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9407f5ced9ad8bb54fb90f1a4b2febb06be8bc73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/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=g, measure_col=0.3918. +Result preview: [{"g": "h", "0.1982": "0.39", "total_measure": 4.6449, "share_within_group": 0.1855909294465987}, {"g": "h", "0.1982": "0.2428", "total_measure": 3.6241, "share_within_group": 0.14480399737506044}, {"g": "h", "0.1982": "0.3155", "total_measure": 3.2525, "share_within_group": 0.12995640337252948}, {"g": "h", "0.1982": "0.372", "total_measure": 3.1126, "share_within_group": 0.12436657990386941}, {"g": "h", "0.1982": "0.3044", "total_measure": 3.0791, "share_within_group": 0.12302805891602014}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf296709a91b245d2acb037f9e3ed4f2cbca7271 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_b655b6a9237f41cc +-- problem_id: v2p_n11_92d917cd97110ab4 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", "0.1982", + SUM(CAST("0.3918" AS REAL)) AS total_measure, + SUM(CAST("0.3918" AS REAL)) * 100.0 / SUM(SUM(CAST("0.3918" AS REAL))) OVER (PARTITION BY "g") AS share_within_group +FROM "n11" +GROUP BY "g", "0.1982" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6e0be9e111678c7207226d158c70813d2b4947f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/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 \"g\", \"0.1982\",\n SUM(CAST(\"0.3918\" AS REAL)) AS total_measure,\n SUM(CAST(\"0.3918\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"0.3918\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"0.1982\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"0.1982\\\",\\n SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"0.3918\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"0.3918\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"0.1982\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"g\", \"0.1982\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"h\", \"0.1982\": \"0.39\", \"total_measure\": 4.6449, \"share_within_group\": 0.1855909294465987}, {\"g\": \"h\", \"0.1982\": \"0.2428\", \"total_measure\": 3.6241, \"share_within_group\": 0.14480399737506044}, {\"g\": \"h\", \"0.1982\": \"0.3155\", \"total_measure\": 3.2525, \"share_within_group\": 0.12995640337252948}, {\"g\": \"h\", \"0.1982\": \"0.372\", \"total_measure\": 3.1126, \"share_within_group\": 0.12436657990386941}, {\"g\": \"h\", \"0.1982\": \"0.3044\", \"total_measure\": 3.0791, \"share_within_group\": 0.12302805891602014}, {\"g\": \"g\", \"0.1982\": \"0.3343\", \"total_measure\": 5.737, \"share_within_group\": 0.1212725470598045}, {\"g\": \"h\", \"0.1982\": \"0.5017\", \"total_measure\": 3.0244999999999997, \"share_within_group\": 0.12084646948507775}, {\"g\": \"h\", \"0.1982\": \"0.3272\", \"total_measure\": 3.0229, \"share_within_group\": 0.12078254012446406}, {\"g\": \"h\", \"0.1982\": \"0.4476\", \"total_measure\": 2.9001, \"share_within_group\": 0.11587596169736288}, {\"g\": \"h\", \"0.1982\": \"0.294\", \"total_measure\": 2.8847, \"share_within_group\": 0.11526064160145606}, {\"g\": \"h\", \"0.1982\": \"0.3138\", \"total_measure\": 2.8563, \"share_within_group\": 0.11412589545056294}, {\"g\": \"g\", \"0.1982\": \"0.194\", \"total_measure\": 5.3551, \"share_within_group\": 0.11319968916854785}, {\"g\": \"h\", \"0.1982\": \"0.2126\", \"total_measure\": 2.7889, \"share_within_group\": 0.11143287113471098}, {\"g\": \"h\", \"0.1982\": \"0.3627\", \"total_measure\": 2.7829, \"share_within_group\": 0.11119313603240963}, {\"g\": \"g\", \"0.1982\": \"0.368\", \"total_measure\": 5.2394, \"share_within_group\": 0.1107539451046086}, {\"g\": \"h\", \"0.1982\": \"0.2251\", \"total_measure\": 2.7645, \"share_within_group\": 0.11045794838535211}, {\"g\": \"h\", \"0.1982\": \"0.2962\", \"total_measure\": 2.732, \"share_within_group\": 0.10915938324788643}, {\"g\": \"h\", \"0.1982\": \"0.2538\", \"total_measure\": 2.7047, \"share_within_group\": 0.1080685885324152}, {\"g\": \"h\", \"0.1982\": \"0.3764\", \"total_measure\": 2.6927000000000003, \"share_within_group\": 0.10758911832781251}, {\"g\": \"h\", \"0.1982\": \"0.2959\", \"total_measure\": 2.6862, \"share_within_group\": 0.10732940530031936}, {\"g\": \"h\", \"0.1982\": \"0.3554\", \"total_measure\": 2.674, \"share_within_group\": 0.1068419439256399}, {\"g\": \"h\", \"0.1982\": \"0.3115\", \"total_measure\": 2.6297, \"share_within_group\": 0.10507189975364822}, {\"g\": \"h\", \"0.1982\": \"0.2987\", \"total_measure\": 2.6287, \"share_within_group\": 0.10503194390326465}, {\"g\": \"g\", \"0.1982\": \"0.3\", \"total_measure\": 4.9687, \"share_within_group\": 0.10503170726443273}, {\"g\": \"h\", \"0.1982\": \"0.2542\", \"total_measure\": 2.5936, \"share_within_group\": 0.1036294935548017}, {\"g\": \"h\", \"0.1982\": \"0.2379\", \"total_measure\": 2.5846999999999998, \"share_within_group\": 0.10327388648638798}, {\"g\": \"h\", \"0.1982\": \"0.2889\", \"total_measure\": 2.5783, \"share_within_group\": 0.10301816904393321}, {\"g\": \"h\", \"0.1982\": \"0.2087\", \"total_measure\": 2.5594, \"share_within_group\": 0.10226300347168392}, {\"g\": \"h\", \"0.1982\": \"0.2898\", \"total_measure\": 2.5518, \"share_within_group\": 0.10195933900876887}, {\"g\": \"h\", \"0.1982\": \"0.2236\", \"total_measure\": 2.5128, \"share_within_group\": 0.10040106084381002}, {\"g\": \"h\", \"0.1982\": \"0.2364\", \"total_measure\": 2.5005, \"share_within_group\": 0.09990960388409223}, {\"g\": \"h\", \"0.1982\": \"0.1689\", \"total_measure\": 2.5002, \"share_within_group\": 0.09989761712897717}, {\"g\": \"h\", \"0.1982\": \"0.2007\", \"total_measure\": 2.4951, \"share_within_group\": 0.099693842292021}, {\"g\": \"h\", \"0.1982\": \"0.3821\", \"total_measure\": 2.4879, \"share_within_group\": 0.09940616016925936}, {\"g\": \"g\", \"0.1982\": \"0.2\", \"total_measure\": 4.6995000000000005, \"share_within_group\": 0.09934117742854301}, {\"g\": \"h\", \"0.1982\": \"0.2704\", \"total_measure\": 2.4671, \"share_within_group\": 0.09857507848128132}, {\"g\": \"g\", \"0.1982\": \"0.2887\", \"total_measure\": 4.6491, \"share_within_group\": 0.09827578848452798}, {\"g\": \"g\", \"0.1982\": \"0.3796\", \"total_measure\": 4.6004000000000005, \"share_within_group\": 0.09724633527870397}, {\"g\": \"g\", \"0.1982\": \"0.1939\", \"total_measure\": 4.5809999999999995, \"share_within_group\": 0.09683624508993627}, {\"g\": \"h\", \"0.1982\": \"0.1812\", \"total_measure\": 2.4178, \"share_within_group\": 0.09660525505737182}, {\"g\": \"g\", \"0.1982\": \"0.4346\", \"total_measure\": 4.5609, \"share_within_group\": 0.09641135783250172}, {\"g\": \"h\", \"0.1982\": \"0.4383\", \"total_measure\": 2.3636, \"share_within_group\": 0.09443964796658283}, {\"g\": \"h\", \"0.1982\": \"0.217\", \"total_measure\": 2.3558, \"share_within_group\": 0.09412799233359107}, {\"g\": \"g\", \"0.1982\": \"0.4007\", \"total_measure\": 4.4388, \"share_within_group\": 0.09383032628360818}, {\"g\": \"h\", \"0.1982\": \"0.2508\", \"total_measure\": 2.3449, \"share_within_group\": 0.09369247356441027}, {\"g\": \"g\", \"0.1982\": \"0.2632\", \"total_measure\": 4.4222, \"share_within_group\": 0.09347942436950801}, {\"g\": \"g\", \"0.1982\": \"0.3121\", \"total_measure\": 4.4071, \"share_within_group\": 0.09316023045969397}, {\"g\": \"g\", \"0.1982\": \"0.3006\", \"total_measure\": 4.4033, \"share_within_group\": 0.09307990351550237}, {\"g\": \"h\", \"0.1982\": \"0.1863\", \"total_measure\": 2.3273, \"share_within_group\": 0.09298925059765961}, {\"g\": \"h\", \"0.1982\": \"0.3525\", \"total_measure\": 2.3233, \"share_within_group\": 0.09282942719612537}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 48.22}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5e64548d45bbc0d15112c06185cd3a6577efbc2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:37:22.443019+00:00", + "ended_at": "2026-05-19T15:37:34.675144+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b655b6a9237f41cc", + "problem_id": "v2p_n11_92d917cd97110ab4", + "dataset_id": "n11", + "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=g, measure_col=0.3918.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "item_col": "0.1982", + "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": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_b655b6a9237f41cc.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b655b6a9237f41cc", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 12032, + "output_tokens": 599, + "total_tokens": 15184, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12179.54, + "sql_execution_elapsed_ms_total": 48.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c83745bf178d77f379de827edea1bec018ef2d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:34.625018+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": 12179.54, "started_at": "2026-05-19T15:37:22.444623+00:00", "ended_at": "2026-05-19T15:37:34.624191+00:00", "prompt_metrics": {"chars": 7467, "bytes_utf8": 7467, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 536, "bytes_utf8": 536, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14585, "cached_input_tokens": 12032, "output_tokens": 599, "reasoning_output_tokens": 428}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"0.1982\\\",\\n SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"0.3918\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"0.3918\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"0.1982\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"g\\\", item_col=\\\"0.1982\\\", and measure_col=\\\"0.3918\\\". Cast the measure to REAL because the SQLite schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5a0892797331d032ae1b81a7235fe2bb4330896c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b655b6a9237f41cc", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 12032, + "output_tokens": 599, + "total_tokens": 15184, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12179.54, + "sql_execution_elapsed_ms_total": 48.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e19fc838cd343d6ad1e431cdd052afea492c3c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/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=g, measure_col=0.3918. +Result preview: [{"g": "h", "0.1982": "0.39", "total_measure": 4.6449, "share_within_group": 0.1855909294465987}, {"g": "h", "0.1982": "0.2428", "total_measure": 3.6241, "share_within_group": 0.14480399737506044}, {"g": "h", "0.1982": "0.3155", "total_measure": 3.2525, "share_within_group": 0.12995640337252948}, {"g": "h", "0.1982": "0.372", "total_measure": 3.1126, "share_within_group": 0.12436657990386941}, {"g": "h", "0.1982": "0.3044", "total_measure": 3.0791, "share_within_group": 0.12302805891602014}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..434c2a8d1808887ceb33193e597891989e337cdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_b88105c5eccf2f1b +-- problem_id: v2p_n11_1feb9b7f5a714efc +-- realization_mode: agent +-- source_kind: agent +SELECT "g", "0.1982", + SUM(CAST("0.3918" AS REAL)) AS total_measure, + SUM(CAST("0.3918" AS REAL)) * 100.0 / SUM(SUM(CAST("0.3918" AS REAL))) OVER (PARTITION BY "g") AS share_within_group +FROM "n11" +GROUP BY "g", "0.1982" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fadf812eef1218da3d3440df29f916da38f2cfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/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 \"g\", \"0.1982\",\n SUM(CAST(\"0.3918\" AS REAL)) AS total_measure,\n SUM(CAST(\"0.3918\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"0.3918\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"0.1982\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"0.1982\\\",\\n SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"0.3918\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"0.3918\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"0.1982\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"g\", \"0.1982\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"h\", \"0.1982\": \"0.39\", \"total_measure\": 4.6449, \"share_within_group\": 0.1855909294465987}, {\"g\": \"h\", \"0.1982\": \"0.2428\", \"total_measure\": 3.6241, \"share_within_group\": 0.14480399737506044}, {\"g\": \"h\", \"0.1982\": \"0.3155\", \"total_measure\": 3.2525, \"share_within_group\": 0.12995640337252948}, {\"g\": \"h\", \"0.1982\": \"0.372\", \"total_measure\": 3.1126, \"share_within_group\": 0.12436657990386941}, {\"g\": \"h\", \"0.1982\": \"0.3044\", \"total_measure\": 3.0791, \"share_within_group\": 0.12302805891602014}, {\"g\": \"g\", \"0.1982\": \"0.3343\", \"total_measure\": 5.737, \"share_within_group\": 0.1212725470598045}, {\"g\": \"h\", \"0.1982\": \"0.5017\", \"total_measure\": 3.0244999999999997, \"share_within_group\": 0.12084646948507775}, {\"g\": \"h\", \"0.1982\": \"0.3272\", \"total_measure\": 3.0229, \"share_within_group\": 0.12078254012446406}, {\"g\": \"h\", \"0.1982\": \"0.4476\", \"total_measure\": 2.9001, \"share_within_group\": 0.11587596169736288}, {\"g\": \"h\", \"0.1982\": \"0.294\", \"total_measure\": 2.8847, \"share_within_group\": 0.11526064160145606}, {\"g\": \"h\", \"0.1982\": \"0.3138\", \"total_measure\": 2.8563, \"share_within_group\": 0.11412589545056294}, {\"g\": \"g\", \"0.1982\": \"0.194\", \"total_measure\": 5.3551, \"share_within_group\": 0.11319968916854785}, {\"g\": \"h\", \"0.1982\": \"0.2126\", \"total_measure\": 2.7889, \"share_within_group\": 0.11143287113471098}, {\"g\": \"h\", \"0.1982\": \"0.3627\", \"total_measure\": 2.7829, \"share_within_group\": 0.11119313603240963}, {\"g\": \"g\", \"0.1982\": \"0.368\", \"total_measure\": 5.2394, \"share_within_group\": 0.1107539451046086}, {\"g\": \"h\", \"0.1982\": \"0.2251\", \"total_measure\": 2.7645, \"share_within_group\": 0.11045794838535211}, {\"g\": \"h\", \"0.1982\": \"0.2962\", \"total_measure\": 2.732, \"share_within_group\": 0.10915938324788643}, {\"g\": \"h\", \"0.1982\": \"0.2538\", \"total_measure\": 2.7047, \"share_within_group\": 0.1080685885324152}, {\"g\": \"h\", \"0.1982\": \"0.3764\", \"total_measure\": 2.6927000000000003, \"share_within_group\": 0.10758911832781251}, {\"g\": \"h\", \"0.1982\": \"0.2959\", \"total_measure\": 2.6862, \"share_within_group\": 0.10732940530031936}, {\"g\": \"h\", \"0.1982\": \"0.3554\", \"total_measure\": 2.674, \"share_within_group\": 0.1068419439256399}, {\"g\": \"h\", \"0.1982\": \"0.3115\", \"total_measure\": 2.6297, \"share_within_group\": 0.10507189975364822}, {\"g\": \"h\", \"0.1982\": \"0.2987\", \"total_measure\": 2.6287, \"share_within_group\": 0.10503194390326465}, {\"g\": \"g\", \"0.1982\": \"0.3\", \"total_measure\": 4.9687, \"share_within_group\": 0.10503170726443273}, {\"g\": \"h\", \"0.1982\": \"0.2542\", \"total_measure\": 2.5936, \"share_within_group\": 0.1036294935548017}, {\"g\": \"h\", \"0.1982\": \"0.2379\", \"total_measure\": 2.5846999999999998, \"share_within_group\": 0.10327388648638798}, {\"g\": \"h\", \"0.1982\": \"0.2889\", \"total_measure\": 2.5783, \"share_within_group\": 0.10301816904393321}, {\"g\": \"h\", \"0.1982\": \"0.2087\", \"total_measure\": 2.5594, \"share_within_group\": 0.10226300347168392}, {\"g\": \"h\", \"0.1982\": \"0.2898\", \"total_measure\": 2.5518, \"share_within_group\": 0.10195933900876887}, {\"g\": \"h\", \"0.1982\": \"0.2236\", \"total_measure\": 2.5128, \"share_within_group\": 0.10040106084381002}, {\"g\": \"h\", \"0.1982\": \"0.2364\", \"total_measure\": 2.5005, \"share_within_group\": 0.09990960388409223}, {\"g\": \"h\", \"0.1982\": \"0.1689\", \"total_measure\": 2.5002, \"share_within_group\": 0.09989761712897717}, {\"g\": \"h\", \"0.1982\": \"0.2007\", \"total_measure\": 2.4951, \"share_within_group\": 0.099693842292021}, {\"g\": \"h\", \"0.1982\": \"0.3821\", \"total_measure\": 2.4879, \"share_within_group\": 0.09940616016925936}, {\"g\": \"g\", \"0.1982\": \"0.2\", \"total_measure\": 4.6995000000000005, \"share_within_group\": 0.09934117742854301}, {\"g\": \"h\", \"0.1982\": \"0.2704\", \"total_measure\": 2.4671, \"share_within_group\": 0.09857507848128132}, {\"g\": \"g\", \"0.1982\": \"0.2887\", \"total_measure\": 4.6491, \"share_within_group\": 0.09827578848452798}, {\"g\": \"g\", \"0.1982\": \"0.3796\", \"total_measure\": 4.6004000000000005, \"share_within_group\": 0.09724633527870397}, {\"g\": \"g\", \"0.1982\": \"0.1939\", \"total_measure\": 4.5809999999999995, \"share_within_group\": 0.09683624508993627}, {\"g\": \"h\", \"0.1982\": \"0.1812\", \"total_measure\": 2.4178, \"share_within_group\": 0.09660525505737182}, {\"g\": \"g\", \"0.1982\": \"0.4346\", \"total_measure\": 4.5609, \"share_within_group\": 0.09641135783250172}, {\"g\": \"h\", \"0.1982\": \"0.4383\", \"total_measure\": 2.3636, \"share_within_group\": 0.09443964796658283}, {\"g\": \"h\", \"0.1982\": \"0.217\", \"total_measure\": 2.3558, \"share_within_group\": 0.09412799233359107}, {\"g\": \"g\", \"0.1982\": \"0.4007\", \"total_measure\": 4.4388, \"share_within_group\": 0.09383032628360818}, {\"g\": \"h\", \"0.1982\": \"0.2508\", \"total_measure\": 2.3449, \"share_within_group\": 0.09369247356441027}, {\"g\": \"g\", \"0.1982\": \"0.2632\", \"total_measure\": 4.4222, \"share_within_group\": 0.09347942436950801}, {\"g\": \"g\", \"0.1982\": \"0.3121\", \"total_measure\": 4.4071, \"share_within_group\": 0.09316023045969397}, {\"g\": \"g\", \"0.1982\": \"0.3006\", \"total_measure\": 4.4033, \"share_within_group\": 0.09307990351550237}, {\"g\": \"h\", \"0.1982\": \"0.1863\", \"total_measure\": 2.3273, \"share_within_group\": 0.09298925059765961}, {\"g\": \"h\", \"0.1982\": \"0.3525\", \"total_measure\": 2.3233, \"share_within_group\": 0.09282942719612537}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 36.59}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..663987064ba427a66d250c51dffa6188b94ea13a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:37:34.675708+00:00", + "ended_at": "2026-05-19T15:37:46.041094+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b88105c5eccf2f1b", + "problem_id": "v2p_n11_1feb9b7f5a714efc", + "dataset_id": "n11", + "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=g, measure_col=0.3918.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "item_col": "0.1982", + "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": 0.4424, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_b88105c5eccf2f1b.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b88105c5eccf2f1b", + "api_calls": 0, + "input_tokens": 14586, + "cached_input_tokens": 12032, + "output_tokens": 541, + "total_tokens": 15127, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11324.83, + "sql_execution_elapsed_ms_total": 36.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52c59e1a2d3eab3736cec9ed22b08394e4e715bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:46.002923+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": 11324.83, "started_at": "2026-05-19T15:37:34.677318+00:00", "ended_at": "2026-05-19T15:37:46.002179+00:00", "prompt_metrics": {"chars": 7474, "bytes_utf8": 7474, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 554, "bytes_utf8": 554, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14586, "cached_input_tokens": 12032, "output_tokens": 541, "reasoning_output_tokens": 365}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"0.1982\\\",\\n SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"0.3918\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"0.3918\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"0.1982\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"0.1982\\\", and measure_col=\\\"0.3918\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d1c818156cab425bd0dc84ff8d57adebc114a746 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b88105c5eccf2f1b", + "api_calls": 0, + "input_tokens": 14586, + "cached_input_tokens": 12032, + "output_tokens": 541, + "total_tokens": 15127, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11324.83, + "sql_execution_elapsed_ms_total": 36.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e199e8c6d06c6b627d6c4d74d815a3e1e79db599 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/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=g, measure_col=0.1982. +Result preview: [{"g": "g", "avg_measure": 0.2150489092531019}, {"g": "h", "avg_measure": 0.21393726076555025}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb55649ac674d0e5e66364ac01d3e58cb6bd7473 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_ba9c20951d2c0f4a +-- problem_id: v2p_n11_dc1818fbb3343573 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("0.1982" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..343bc233d512e2ed70ec225b2909007438fec9e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/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 \"g\",\n AVG(CAST(\"0.1982\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.1982\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 0.2150489092531019}, {\"g\": \"h\", \"avg_measure\": 0.21393726076555025}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 33.86}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..14bf3c0ceefb476dfd8a9958c2014fdb0f94d8ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:41:50.897646+00:00", + "ended_at": "2026-05-19T15:41:58.567426+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ba9c20951d2c0f4a", + "problem_id": "v2p_n11_dc1818fbb3343573", + "dataset_id": "n11", + "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=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "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": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=54" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_b/n11/sql/v2q_n11_ba9c20951d2c0f4a.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ba9c20951d2c0f4a", + "api_calls": 0, + "input_tokens": 14476, + "cached_input_tokens": 12032, + "output_tokens": 270, + "total_tokens": 14746, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7631.59, + "sql_execution_elapsed_ms_total": 33.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f0934da329c753d1a3d9f22e71cb44652549d3f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:58.531562+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": 7631.59, "started_at": "2026-05-19T15:41:50.899155+00:00", "ended_at": "2026-05-19T15:41:58.530768+00:00", "prompt_metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14476, "cached_input_tokens": 12032, "output_tokens": 270, "reasoning_output_tokens": 162}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.1982\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the requested Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". Casted \\\"0.1982\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..77d0907c7dd464533977c95af3deb29c57eaa633 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ba9c20951d2c0f4a", + "api_calls": 0, + "input_tokens": 14476, + "cached_input_tokens": 12032, + "output_tokens": 270, + "total_tokens": 14746, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7631.59, + "sql_execution_elapsed_ms_total": 33.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ade15bc147b79aa156cbcedfdfc325f6d9e6c9cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7619, "bytes_utf8": 7619, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 555, "bytes_utf8": 555, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 13696, "output_tokens": 514, "reasoning_output_tokens": 348}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c098e76966232384ac25b1dad12153694247c7ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_bbb86702da6d8cfa", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 514, + "total_tokens": 15115, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16011.83, + "sql_execution_elapsed_ms_total": 15.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b80cf54f0f5fac058193550036a311420b186c24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/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": "2026-05-19T15:45:33.971778+00:00", + "ended_at": "2026-05-19T15:45:49.983647+00:00", + "elapsed_ms": 16011.83, + "prompt_metrics": { + "chars": 7619, + "bytes_utf8": 7619, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1258, + "bytes_utf8": 1258, + "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": 555, + "bytes_utf8": 555, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 514, + "reasoning_output_tokens": 348 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88801360458f8f23f6bcf05cac5a7d0361c97a53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "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": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5caa931465910b1cfb4fdb8986f58369fe8236a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e9-f20d-7fa3-8464-daf58e3dcb6b"} +{"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 1987622, Requested 15236. Please try again in 85ms. 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 \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the planned template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". CAST to REAL is necessary because \\\"0.1982\\\" is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14601,"cached_input_tokens":13696,"output_tokens":514,"reasoning_output_tokens":348}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a486c09a79c7a53fcf0f66916c58bd5dc0ccd00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Used the planned template with group_col=\"g\" and measure_col=\"0.1982\". CAST to REAL is necessary because \"0.1982\" is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a03ef32dcf3f04c7903c7142f51d57cb9dc260c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:05:44.521906+00:00", + "ended_at": "2026-05-19T16:05:52.854899+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_bd21e47c1f8c123a", + "problem_id": "v2p_n11_9d81825016f4e020", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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 Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=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_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..531c0e5e09cd80e7ea43c046a5c9299c2f34dbac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:47.766857+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3242.17, "started_at": "2026-05-19T16:05:44.523775+00:00", "ended_at": "2026-05-19T16:05:47.765975+00:00", "prompt_metrics": {"chars": 7237, "bytes_utf8": 7237, "lines": 228, "estimated_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-6ae1-78a0-ac33-2ccaa3a95813\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:52.854805+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4086.09, "started_at": "2026-05-19T16:05:48.767811+00:00", "ended_at": "2026-05-19T16:05:52.853930+00:00", "prompt_metrics": {"chars": 7237, "bytes_utf8": 7237, "lines": 228, "estimated_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-7b5c-7c60-b6d3-039909eab711\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aee0cb9c742c1cfddd0f48572f0f49621b83e16f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/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=22.011. +Result preview: [{"22.011": 238.321}, {"22.011": 231.446}, {"22.011": 227.8174}, {"22.011": 226.3506}, {"22.011": 222.417}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8dd63438053b8f04e5284de0c895529a38e339b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_bef775df822ee4d2 +-- problem_id: v2p_n11_1a9ff290d89c4103 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("22.011" AS REAL) AS "22.011", + NTILE(10) OVER (ORDER BY CAST("22.011" AS REAL) DESC) AS "tail_bucket" + FROM "n11" + WHERE "22.011" IS NOT NULL +) +SELECT "22.011" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "22.011" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e1e4b27ca06e11f9e6063ec67ccfd28e533788a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/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(\"22.011\" AS REAL) AS \"22.011\",\n NTILE(10) OVER (ORDER BY CAST(\"22.011\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n11\"\n WHERE \"22.011\" IS NOT NULL\n)\nSELECT \"22.011\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"22.011\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"22.011\\\" AS REAL) AS \\\"22.011\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"22.011\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"22.011\\\" IS NOT NULL\\n)\\nSELECT \\\"22.011\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"22.011\\\" DESC;\", \"columns\": [\"22.011\"], \"rows\": [{\"22.011\": 238.321}, {\"22.011\": 231.446}, {\"22.011\": 227.8174}, {\"22.011\": 226.3506}, {\"22.011\": 222.417}, {\"22.011\": 217.934}, {\"22.011\": 217.624}, {\"22.011\": 216.985}, {\"22.011\": 215.894}, {\"22.011\": 203.863}, {\"22.011\": 200.3148}, {\"22.011\": 199.2069}, {\"22.011\": 196.6923}, {\"22.011\": 196.643}, {\"22.011\": 196.643}, {\"22.011\": 195.7525}, {\"22.011\": 194.6039}, {\"22.011\": 190.5494}, {\"22.011\": 190.353}, {\"22.011\": 188.7137}, {\"22.011\": 187.4007}, {\"22.011\": 183.9805}, {\"22.011\": 183.4282}, {\"22.011\": 182.6961}, {\"22.011\": 182.673}, {\"22.011\": 182.4354}, {\"22.011\": 180.7741}, {\"22.011\": 179.7483}, {\"22.011\": 177.6937}, {\"22.011\": 177.3619}, {\"22.011\": 174.4359}, {\"22.011\": 173.067}, {\"22.011\": 172.5351}, {\"22.011\": 172.517}, {\"22.011\": 171.5541}, {\"22.011\": 169.773}, {\"22.011\": 168.544}, {\"22.011\": 166.987}, {\"22.011\": 165.703}, {\"22.011\": 165.5819}, {\"22.011\": 165.442}, {\"22.011\": 164.958}, {\"22.011\": 164.812}, {\"22.011\": 164.418}, {\"22.011\": 164.033}, {\"22.011\": 162.671}, {\"22.011\": 162.46}, {\"22.011\": 162.212}, {\"22.011\": 161.781}, {\"22.011\": 161.03}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 57.39}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4f836db0ec7477996efe80be6e089f917d0ff376 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:44:04.338803+00:00", + "ended_at": "2026-05-19T15:44:22.305369+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_bef775df822ee4d2", + "problem_id": "v2p_n11_1a9ff290d89c4103", + "dataset_id": "n11", + "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=22.011.", + "bindings": { + "measure_col": "22.011", + "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": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=66" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_bef775df822ee4d2.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_bef775df822ee4d2", + "api_calls": 0, + "input_tokens": 14519, + "cached_input_tokens": 13696, + "output_tokens": 690, + "total_tokens": 15209, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17904.37, + "sql_execution_elapsed_ms_total": 57.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90bb2ad430fceafb507986da8fe5ad9c7106ce7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:22.245899+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": 17904.37, "started_at": "2026-05-19T15:44:04.340426+00:00", "ended_at": "2026-05-19T15:44:22.244832+00:00", "prompt_metrics": {"chars": 7250, "bytes_utf8": 7250, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 563, "bytes_utf8": 563, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14519, "cached_input_tokens": 13696, "output_tokens": 690, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"22.011\\\" AS REAL) AS \\\"22.011\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"22.011\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"22.011\\\" IS NOT NULL\\n)\\nSELECT \\\"22.011\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"22.011\\\" DESC;\",\"notes\":\"Applied the requested Quantile Tail Slice template on \\\"22.011\\\" with 10 tiles. Because the schema stores values as TEXT, the query casts \\\"22.011\\\" to REAL so SQLite ranks the numeric tail correctly.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..26cea0cf7ea5cc18ba7f65412f266c5b5a2ede39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_bef775df822ee4d2", + "api_calls": 0, + "input_tokens": 14519, + "cached_input_tokens": 13696, + "output_tokens": 690, + "total_tokens": 15209, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17904.37, + "sql_execution_elapsed_ms_total": 57.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..601a41242a1d57da2c43e7a42f9ec83f5421ed82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/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=g, measure_col=0.3918. +Result preview: [{"g": "g", "total_measure": 4730.6667}, {"g": "h", "total_measure": 2502.7624}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c4ae5740f6eb8e08f042c2ee1aa88a7276841a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_c05fef2945e4055b +-- problem_id: v2p_n11_14cfd179330bd0a4 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..860c1d40c61afaa53a783183ad93494332903208 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/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 \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 4730.6667}, {\"g\": \"h\", \"total_measure\": 2502.7624}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.63}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2286092d8c0c89f0a853fb883f71109d59cfba6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:29:07.657516+00:00", + "ended_at": "2026-05-19T15:29:15.062855+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c05fef2945e4055b", + "problem_id": "v2p_n11_14cfd179330bd0a4", + "dataset_id": "n11", + "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=g, measure_col=0.3918.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "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": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_c05fef2945e4055b.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c05fef2945e4055b", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 274, + "total_tokens": 14739, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7392.63, + "sql_execution_elapsed_ms_total": 8.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e1a99f3d0267d113cb28bf2f0a72850f2f4fecc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:15.052912+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": 7392.63, "started_at": "2026-05-19T15:29:07.659516+00:00", "ended_at": "2026-05-19T15:29:15.052176+00:00", "prompt_metrics": {"chars": 7063, "bytes_utf8": 7063, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 344, "bytes_utf8": 344, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12032, "output_tokens": 274, "reasoning_output_tokens": 175}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided grouped numeric sum template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f68b6d3874bfd28a2e3a601d6010248d72bccfe0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c05fef2945e4055b", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 274, + "total_tokens": 14739, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7392.63, + "sql_execution_elapsed_ms_total": 8.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..da6dec30607a53abe0c460fc5f0c7713f5576c7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/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=g, measure_col=28.7967. +Result preview: [{"g": "h", "percentile_measure": 158.00062}, {"g": "g", "percentile_measure": 84.4865}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8fa9e9f0180776ec63a019e441f5c9d18ef0fb05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/generated_sql.sql @@ -0,0 +1,57 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_c419c06dbd3f6f62 +-- problem_id: v2p_n11_faf33fa8dbaed0db +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g" AS "group_col", + CAST("28.7967" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("28.7967" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "28.7967" IS NOT NULL +), +"positions" AS ( + SELECT + "group_col", + "measure_value", + "rn", + 1.0 + ("cnt" - 1) * 0.9 AS "pos" + FROM "ranked" +), +"bounds" AS ( + SELECT + "group_col", + "measure_value", + "rn", + "pos", + CAST("pos" AS INTEGER) AS "lo", + CAST("pos" AS INTEGER) + CASE + WHEN "pos" > CAST("pos" AS INTEGER) THEN 1 + ELSE 0 + END AS "hi" + FROM "positions" +) +SELECT + "group_col" AS "g", + CASE + WHEN MAX("lo") = MAX("hi") THEN MAX(CASE WHEN "rn" = "lo" THEN "measure_value" END) + ELSE MAX(CASE WHEN "rn" = "lo" THEN "measure_value" END) * (MAX("hi") - MAX("pos")) + + MAX(CASE WHEN "rn" = "hi" THEN "measure_value" END) * (MAX("pos") - MAX("lo")) + END AS "percentile_measure" +FROM "bounds" +GROUP BY "group_col" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a357e5ece1ca2d0df4a2d18f0a549136c3e56a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/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 \"ranked\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"28.7967\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"28.7967\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"28.7967\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT\n \"group_col\",\n \"measure_value\",\n \"rn\",\n 1.0 + (\"cnt\" - 1) * 0.9 AS \"pos\"\n FROM \"ranked\"\n),\n\"bounds\" AS (\n SELECT\n \"group_col\",\n \"measure_value\",\n \"rn\",\n \"pos\",\n CAST(\"pos\" AS INTEGER) AS \"lo\",\n CAST(\"pos\" AS INTEGER) + CASE\n WHEN \"pos\" > CAST(\"pos\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"hi\"\n FROM \"positions\"\n)\nSELECT\n \"group_col\" AS \"g\",\n CASE\n WHEN MAX(\"lo\") = MAX(\"hi\") THEN MAX(CASE WHEN \"rn\" = \"lo\" THEN \"measure_value\" END)\n ELSE MAX(CASE WHEN \"rn\" = \"lo\" THEN \"measure_value\" END) * (MAX(\"hi\") - MAX(\"pos\"))\n + MAX(CASE WHEN \"rn\" = \"hi\" THEN \"measure_value\" END) * (MAX(\"pos\") - MAX(\"lo\"))\n END AS \"percentile_measure\"\nFROM \"bounds\"\nGROUP BY \"group_col\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"28.7967\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"28.7967\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n 1.0 + (\\\"cnt\\\" - 1) * 0.9 AS \\\"pos\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"pos\\\",\\n CAST(\\\"pos\\\" AS INTEGER) AS \\\"lo\\\",\\n CAST(\\\"pos\\\" AS INTEGER) + CASE\\n WHEN \\\"pos\\\" > CAST(\\\"pos\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"hi\\\"\\n FROM \\\"positions\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"g\\\",\\n CASE\\n WHEN MAX(\\\"lo\\\") = MAX(\\\"hi\\\") THEN MAX(CASE WHEN \\\"rn\\\" = \\\"lo\\\" THEN \\\"measure_value\\\" END)\\n ELSE MAX(CASE WHEN \\\"rn\\\" = \\\"lo\\\" THEN \\\"measure_value\\\" END) * (MAX(\\\"hi\\\") - MAX(\\\"pos\\\"))\\n + MAX(CASE WHEN \\\"rn\\\" = \\\"hi\\\" THEN \\\"measure_value\\\" END) * (MAX(\\\"pos\\\") - MAX(\\\"lo\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 158.00062}, {\"g\": \"g\", \"percentile_measure\": 84.4865}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 68.06}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ed438b48ffd7972529521d86b1f2f176f7787a00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:55:49.990113+00:00", + "ended_at": "2026-05-19T15:56:29.966628+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c419c06dbd3f6f62", + "problem_id": "v2p_n11_faf33fa8dbaed0db", + "dataset_id": "n11", + "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=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "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": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_c419c06dbd3f6f62.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c419c06dbd3f6f62", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 2626, + "total_tokens": 17129, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 39903.73, + "sql_execution_elapsed_ms_total": 68.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e4e12279c33afa55cfbbe2afad8f33ff2682b49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:56:29.896545+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": 39903.73, "started_at": "2026-05-19T15:55:49.991680+00:00", "ended_at": "2026-05-19T15:56:29.895442+00:00", "prompt_metrics": {"chars": 7248, "bytes_utf8": 7248, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1460, "bytes_utf8": 1460, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 13696, "output_tokens": 2626, "reasoning_output_tokens": 2150}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"28.7967\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"28.7967\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n 1.0 + (\\\"cnt\\\" - 1) * 0.9 AS \\\"pos\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"pos\\\",\\n CAST(\\\"pos\\\" AS INTEGER) AS \\\"lo\\\",\\n CAST(\\\"pos\\\" AS INTEGER) + CASE\\n WHEN \\\"pos\\\" > CAST(\\\"pos\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"hi\\\"\\n FROM \\\"positions\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"g\\\",\\n CASE\\n WHEN MAX(\\\"lo\\\") = MAX(\\\"hi\\\") THEN MAX(CASE WHEN \\\"rn\\\" = \\\"lo\\\" THEN \\\"measure_value\\\" END)\\n ELSE"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c70586a3ab624cdab8fb698d8a2f3bc4e6a5d5c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c419c06dbd3f6f62", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 2626, + "total_tokens": 17129, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 39903.73, + "sql_execution_elapsed_ms_total": 68.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ef19f94fb2a7251222f5f1678fb1e9decb0a54ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:06:23.980436+00:00", + "ended_at": "2026-05-19T16:06:31.420794+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c7174311636edb90", + "problem_id": "v2p_n11_144e886c3268c32f", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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 Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "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": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=139" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af5a5097d0cf5361d4a5f7f7e7d70c082da1f9d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:27.175475+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3192.33, "started_at": "2026-05-19T16:06:23.982329+00:00", "ended_at": "2026-05-19T16:06:27.174683+00:00", "prompt_metrics": {"chars": 7239, "bytes_utf8": 7239, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-04f1-75c3-876e-91c351ad10c1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:06:31.420710+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3243.74, "started_at": "2026-05-19T16:06:28.176271+00:00", "ended_at": "2026-05-19T16:06:31.420046+00:00", "prompt_metrics": {"chars": 7239, "bytes_utf8": 7239, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-156d-72b2-a4cb-e76a2553d1a9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc00211895b7bebcdfef3f012f8bb46907de3cba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/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=g, measure_col=22.011. +Result preview: [{"g": "h", "-8.2027": "-59.7038", "total_measure": -376.064, "share_within_group": 1.9741499556146453}, {"g": "h", "-8.2027": "-60.5164", "total_measure": -331.78, "share_within_group": 1.7416808635599976}, {"g": "h", "-8.2027": "-67.308", "total_measure": -324.654, "share_within_group": 1.704272888896882}, {"g": "h", "-8.2027": "-21.2584", "total_measure": -318.708, "share_within_group": 1.6730593304704315}, {"g": "h", "-8.2027": "101.9497", "total_measure": -318.3002, "share_within_group": 1.6709185822150823}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2ebc5211635eb5979f393c3138af2fffb2e74e71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_c8a613b47915ae1e +-- problem_id: v2p_n11_5fed2414b5b47176 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", "-8.2027", + SUM(CAST("22.011" AS REAL)) AS total_measure, + SUM(CAST("22.011" AS REAL)) * 100.0 / SUM(SUM(CAST("22.011" AS REAL))) OVER (PARTITION BY "g") AS share_within_group +FROM "n11" +GROUP BY "g", "-8.2027" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..017d682344b3ca78c8c61fdcae18315d074d8acc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/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 \"g\", \"-8.2027\",\n SUM(CAST(\"22.011\" AS REAL)) AS total_measure,\n SUM(CAST(\"22.011\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"22.011\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"-8.2027\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"-8.2027\\\",\\n SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"22.011\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"22.011\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"-8.2027\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"g\", \"-8.2027\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"h\", \"-8.2027\": \"-59.7038\", \"total_measure\": -376.064, \"share_within_group\": 1.9741499556146453}, {\"g\": \"h\", \"-8.2027\": \"-60.5164\", \"total_measure\": -331.78, \"share_within_group\": 1.7416808635599976}, {\"g\": \"h\", \"-8.2027\": \"-67.308\", \"total_measure\": -324.654, \"share_within_group\": 1.704272888896882}, {\"g\": \"h\", \"-8.2027\": \"-21.2584\", \"total_measure\": -318.708, \"share_within_group\": 1.6730593304704315}, {\"g\": \"h\", \"-8.2027\": \"101.9497\", \"total_measure\": -318.3002, \"share_within_group\": 1.6709185822150823}, {\"g\": \"h\", \"-8.2027\": \"36.8241\", \"total_measure\": -297.1717, \"share_within_group\": 1.5600044097944197}, {\"g\": \"h\", \"-8.2027\": \"20.7527\", \"total_measure\": -293.1762, \"share_within_group\": 1.5390300114269655}, {\"g\": \"h\", \"-8.2027\": \"49.9055\", \"total_measure\": -287.5067, \"share_within_group\": 1.5092679412119032}, {\"g\": \"h\", \"-8.2027\": \"42.0901\", \"total_measure\": -287.3636, \"share_within_group\": 1.5085167370055752}, {\"g\": \"h\", \"-8.2027\": \"40.4617\", \"total_measure\": -284.7038, \"share_within_group\": 1.494554102847709}, {\"g\": \"h\", \"-8.2027\": \"-64.3965\", \"total_measure\": -281.9541, \"share_within_group\": 1.4801195381646934}, {\"g\": \"h\", \"-8.2027\": \"83.6705\", \"total_measure\": -281.844, \"share_within_group\": 1.4795415676327806}, {\"g\": \"h\", \"-8.2027\": \"31.6361\", \"total_measure\": -281.435, \"share_within_group\": 1.4773945199710892}, {\"g\": \"h\", \"-8.2027\": \"-110.456\", \"total_measure\": -280.656, \"share_within_group\": 1.4733051553538332}, {\"g\": \"h\", \"-8.2027\": \"34.0155\", \"total_measure\": -279.352, \"share_within_group\": 1.4664598004617893}, {\"g\": \"h\", \"-8.2027\": \"52.3232\", \"total_measure\": -275.0622, \"share_within_group\": 1.4439404726888687}, {\"g\": \"h\", \"-8.2027\": \"62.5439\", \"total_measure\": -274.9632, \"share_within_group\": 1.4434207716656227}, {\"g\": \"h\", \"-8.2027\": \"55.9615\", \"total_measure\": -274.828, \"share_within_group\": 1.4427110385510489}, {\"g\": \"h\", \"-8.2027\": \"-36.523\", \"total_measure\": -270.936, \"share_within_group\": 1.4222799639806243}, {\"g\": \"h\", \"-8.2027\": \"38.676\", \"total_measure\": -270.639, \"share_within_group\": 1.4207208609108875}, {\"g\": \"h\", \"-8.2027\": \"-56.3723\", \"total_measure\": -270.6169, \"share_within_group\": 1.420604846844082}, {\"g\": \"h\", \"-8.2027\": \"-37.1715\", \"total_measure\": -270.1926, \"share_within_group\": 1.4183774817515253}, {\"g\": \"h\", \"-8.2027\": \"-31.6143\", \"total_measure\": -269.333, \"share_within_group\": 1.4138650070082732}, {\"g\": \"h\", \"-8.2027\": \"87.1154\", \"total_measure\": -269.2064, \"share_within_group\": 1.4132004196391528}, {\"g\": \"h\", \"-8.2027\": \"-54.4777\", \"total_measure\": -267.005, \"share_within_group\": 1.4016441587040727}, {\"g\": \"h\", \"-8.2027\": \"-14.5593\", \"total_measure\": -264.278, \"share_within_group\": 1.3873287577910336}, {\"g\": \"h\", \"-8.2027\": \"-97.7706\", \"total_measure\": -264.2232, \"share_within_group\": 1.3870410849013988}, {\"g\": \"h\", \"-8.2027\": \"-20.2995\", \"total_measure\": -261.873, \"share_within_group\": 1.3747036975798639}, {\"g\": \"h\", \"-8.2027\": \"-61.11\", \"total_measure\": -258.154, \"share_within_group\": 1.355180787423798}, {\"g\": \"h\", \"-8.2027\": \"16.2713\", \"total_measure\": -257.6876, \"share_within_group\": 1.3527324181587295}, {\"g\": \"h\", \"-8.2027\": \"-71.5425\", \"total_measure\": -257.29, \"share_within_group\": 1.3506452148572905}, {\"g\": \"h\", \"-8.2027\": \"-35.9185\", \"total_measure\": -256.075, \"share_within_group\": 1.3442670659356393}, {\"g\": \"h\", \"-8.2027\": \"78.1447\", \"total_measure\": -256.06, \"share_within_group\": 1.3441883233563596}, {\"g\": \"h\", \"-8.2027\": \"76.0227\", \"total_measure\": -255.652, \"share_within_group\": 1.3420465251999532}, {\"g\": \"h\", \"-8.2027\": \"-61.0442\", \"total_measure\": -254.512, \"share_within_group\": 1.3360620891747006}, {\"g\": \"h\", \"-8.2027\": \"-45.4798\", \"total_measure\": -254.47, \"share_within_group\": 1.3358416099527175}, {\"g\": \"h\", \"-8.2027\": \"37.1693\", \"total_measure\": -252.676, \"share_within_group\": 1.3264239974708723}, {\"g\": \"h\", \"-8.2027\": \"-42.4076\", \"total_measure\": -252.576, \"share_within_group\": 1.3258990469423413}, {\"g\": \"h\", \"-8.2027\": \"-49.1582\", \"total_measure\": -250.3647, \"share_within_group\": 1.3142908159049365}, {\"g\": \"h\", \"-8.2027\": \"42.2985\", \"total_measure\": -248.5843, \"share_within_group\": 1.3049445966949713}, {\"g\": \"h\", \"-8.2027\": \"35.3567\", \"total_measure\": -247.7792, \"share_within_group\": 1.3007182199897687}, {\"g\": \"h\", \"-8.2027\": \"-38.16\", \"total_measure\": -246.5407, \"share_within_group\": 1.2942167076939126}, {\"g\": \"h\", \"-8.2027\": \"-85.3807\", \"total_measure\": -246.396, \"share_within_group\": 1.2934571042791283}, {\"g\": \"h\", \"-8.2027\": \"55.4617\", \"total_measure\": -246.2301, \"share_within_group\": 1.2925862113522955}, {\"g\": \"h\", \"-8.2027\": \"86.856\", \"total_measure\": -244.8445, \"share_within_group\": 1.2853124968289706}, {\"g\": \"h\", \"-8.2027\": \"-40.4482\", \"total_measure\": -244.128, \"share_within_group\": 1.2815512262920463}, {\"g\": \"h\", \"-8.2027\": \"12.5444\", \"total_measure\": -243.757, \"share_within_group\": 1.2796036598311966}, {\"g\": \"h\", \"-8.2027\": \"19.1703\", \"total_measure\": -243.276, \"share_within_group\": 1.2770786477889626}, {\"g\": \"h\", \"-8.2027\": \"-33.2692\", \"total_measure\": -243.154, \"share_within_group\": 1.276438208144155}, {\"g\": \"h\", \"-8.2027\": \"35.1782\", \"total_measure\": -242.5189, \"share_within_group\": 1.2731042473374548}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 67.24}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3070411f737c3d71483a3af492fef98322c28a7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:34:05.300036+00:00", + "ended_at": "2026-05-19T15:34:17.481220+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c8a613b47915ae1e", + "problem_id": "v2p_n11_5fed2414b5b47176", + "dataset_id": "n11", + "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=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "item_col": "-8.2027", + "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": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_c8a613b47915ae1e.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c8a613b47915ae1e", + "api_calls": 0, + "input_tokens": 14584, + "cached_input_tokens": 13696, + "output_tokens": 584, + "total_tokens": 15168, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12109.08, + "sql_execution_elapsed_ms_total": 67.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25a8c8679ae29870ae63e71424e412880ce2914d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:17.411686+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": 12109.08, "started_at": "2026-05-19T15:34:05.301791+00:00", "ended_at": "2026-05-19T15:34:17.410898+00:00", "prompt_metrics": {"chars": 7474, "bytes_utf8": 7474, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 546, "bytes_utf8": 546, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14584, "cached_input_tokens": 13696, "output_tokens": 584, "reasoning_output_tokens": 412}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"-8.2027\\\",\\n SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"22.011\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"22.011\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"-8.2027\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"-8.2027\\\", and measure_col=\\\"22.011\\\". Cast the measure from TEXT to REAL for SQLite aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3b1fb7e3ec8ecd3c60eea3b2a99b3979f1330eaa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c8a613b47915ae1e", + "api_calls": 0, + "input_tokens": 14584, + "cached_input_tokens": 13696, + "output_tokens": 584, + "total_tokens": 15168, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12109.08, + "sql_execution_elapsed_ms_total": 67.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86e0edde5a7c2782e4530820c1bcff5163e9bff6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7059, "bytes_utf8": 7059, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7059, "bytes_utf8": 7059, "lines": 226, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 287, "bytes_utf8": 287, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14469, "cached_input_tokens": 12032, "output_tokens": 232, "reasoning_output_tokens": 143}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8fc7350a9ac86d8d7e076eab9bf7bb9cebd18829 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_cbbc95e2f259a401", + "api_calls": 0, + "input_tokens": 14469, + "cached_input_tokens": 12032, + "output_tokens": 232, + "total_tokens": 14701, + "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": 11754.84, + "sql_execution_elapsed_ms_total": 4.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f2ac4a6fb23fc41b987b4232198afb100f99fcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:12.949552+00:00", + "ended_at": "2026-05-19T16:02:17.827608+00:00", + "elapsed_ms": 4878.02, + "returncode": 1, + "prompt_metrics": { + "chars": 7059, + "bytes_utf8": 7059, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f2bc48016fa2d30cb35ce16eafb986cce5630a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:18.830028+00:00", + "ended_at": "2026-05-19T16:02:25.706877+00:00", + "elapsed_ms": 6876.82, + "prompt_metrics": { + "chars": 7059, + "bytes_utf8": 7059, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 640, + "bytes_utf8": 640, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 287, + "bytes_utf8": 287, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14469, + "cached_input_tokens": 12032, + "output_tokens": 232, + "reasoning_output_tokens": 143 + } + }, + "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_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81382dfc1b2eb725545ffb919ea115d0a16ff431 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "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": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..81382dfc1b2eb725545ffb919ea115d0a16ff431 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "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": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c09a0583ffcbdeda9ea561b5c0a0696c3c88fa5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-3046-7d03-94f1-a8897b5a0119"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b98ddecf58333a3a3489157c5034fd2d8ed25f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-3046-7d03-94f1-a8897b5a0119"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a95bc093f659c59ac250549205978575da7a840 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-4766-7bc2-a40d-4ef7f63162e8"} +{"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 \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 11;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"g\\\" and top_k set to 11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14469,"cached_input_tokens":12032,"output_tokens":232,"reasoning_output_tokens":143}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..227940b684bc735471be4638d37cf95147161112 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"g\",\n COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY support ASC, \"g\"\nLIMIT 11;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"g\" and top_k set to 11."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..031d771c078ab5bfdd847b7045f482b46dee7f36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/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=g, measure_col=22.011. +Result preview: [{"g": "h", "percentile_measure": 72.30337}, {"g": "g", "percentile_measure": 65.2176}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ed9c584a2bac6f5d200a9475ac8cf3b0a955c3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/generated_sql.sql @@ -0,0 +1,62 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_cc68457d1c8490c1 +-- problem_id: v2p_n11_af6b3424fa10f231 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "g", + CAST("22.011" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("22.011" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "22.011" IS NOT NULL +), +"positions" AS ( + SELECT DISTINCT + "g", + (1.0 + ("cnt" - 1) * 0.9) AS "pos", + CAST(1.0 + ("cnt" - 1) * 0.9 AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST(1.0 + ("cnt" - 1) * 0.9 AS INTEGER) + THEN CAST(1.0 + ("cnt" - 1) * 0.9 AS INTEGER) + ELSE CAST(1.0 + ("cnt" - 1) * 0.9 AS INTEGER) + 1 + END AS "upper_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + p."g", + p."pos", + p."lower_rn", + p."upper_rn", + lo."measure_value" AS "lower_val", + hi."measure_value" AS "upper_val" + FROM "positions" AS p + JOIN "ordered" AS lo + ON lo."g" = p."g" + AND lo."rn" = p."lower_rn" + JOIN "ordered" AS hi + ON hi."g" = p."g" + AND hi."rn" = p."upper_rn" +) +SELECT + "g", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_val" + ELSE "lower_val" + ("pos" - "lower_rn") * ("upper_val" - "lower_val") + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ca55905f09763493abff2177dbaf19f938972c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/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 \"g\",\n CAST(\"22.011\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"22.011\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"22.011\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"g\",\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 \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n p.\"g\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n lo.\"measure_value\" AS \"lower_val\",\n hi.\"measure_value\" AS \"upper_val\"\n FROM \"positions\" AS p\n JOIN \"ordered\" AS lo\n ON lo.\"g\" = p.\"g\"\n AND lo.\"rn\" = p.\"lower_rn\"\n JOIN \"ordered\" AS hi\n ON hi.\"g\" = p.\"g\"\n AND hi.\"rn\" = p.\"upper_rn\"\n)\nSELECT\n \"g\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + (\"pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"22.011\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"22.011\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"g\\\",\\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 \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"g\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n lo.\\\"measure_value\\\" AS \\\"lower_val\\\",\\n hi.\\\"measure_value\\\" AS \\\"upper_val\\\"\\n FROM \\\"positions\\\" AS p\\n JOIN \\\"ordered\\\" AS lo\\n ON lo.\\\"g\\\" = p.\\\"g\\\"\\n AND lo.\\\"rn\\\" = p.\\\"lower_rn\\\"\\n JOIN \\\"ordered\\\" AS hi\\n ON hi.\\\"g\\\" = p.\\\"g\\\"\\n AND hi.\\\"rn\\\" = p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 72.30337}, {\"g\": \"g\", \"percentile_measure\": 65.2176}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 70.15}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f46d34d2844d84d51979e2ab1109b41ffc0433e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:51:00.506264+00:00", + "ended_at": "2026-05-19T15:51:20.198310+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_cc68457d1c8490c1", + "problem_id": "v2p_n11_af6b3424fa10f231", + "dataset_id": "n11", + "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=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "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": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_cc68457d1c8490c1.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_cc68457d1c8490c1", + "api_calls": 0, + "input_tokens": 14501, + "cached_input_tokens": 13696, + "output_tokens": 1098, + "total_tokens": 15599, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19617.53, + "sql_execution_elapsed_ms_total": 70.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f7217e54101fc2d8569311046ae641a98dc9683 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:20.126192+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": 19617.53, "started_at": "2026-05-19T15:51:00.507857+00:00", "ended_at": "2026-05-19T15:51:20.125416+00:00", "prompt_metrics": {"chars": 7246, "bytes_utf8": 7246, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1644, "bytes_utf8": 1644, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14501, "cached_input_tokens": 13696, "output_tokens": 1098, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"22.011\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"22.011\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"g\\\",\\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 \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"g\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n lo.\\\"measure_value\\\" AS \\\"lower_val\\\",\\n hi.\\\"measure_value\\\" AS \\\"upper_val\\\"\\n "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4f8447160a4d526c9e74ae4b00880d85340365de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_cc68457d1c8490c1", + "api_calls": 0, + "input_tokens": 14501, + "cached_input_tokens": 13696, + "output_tokens": 1098, + "total_tokens": 15599, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19617.53, + "sql_execution_elapsed_ms_total": 70.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..eef1867072a921e700635118cc2950a42e444aaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/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=28.7967. +Result preview: [{"empirical_cdf_at_threshold": 0.7499868552500132}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..abf0d7ccd8fa0c836d70e036f354587635860d7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_ccd486aeaf0455d4 +-- problem_id: v2p_n11_3013d5482de2c353 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("28.7967" AS REAL) <= 70.12685 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1894ae978a3e517087c716793d855c75af6e1def --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/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(\"28.7967\" AS REAL) <= 70.12685 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"28.7967\\\" AS REAL) <= 70.12685 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499868552500132}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.22}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..34478b9e16206423e8700bed316549b074fe0c47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:00:52.507438+00:00", + "ended_at": "2026-05-19T16:00:59.536602+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ccd486aeaf0455d4", + "problem_id": "v2p_n11_3013d5482de2c353", + "dataset_id": "n11", + "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=28.7967.", + "bindings": { + "measure_col": "28.7967", + "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": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=110" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ccd486aeaf0455d4.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ccd486aeaf0455d4", + "api_calls": 0, + "input_tokens": 14457, + "cached_input_tokens": 12032, + "output_tokens": 227, + "total_tokens": 14684, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7020.44, + "sql_execution_elapsed_ms_total": 5.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ceb483bd621558b54963f7480f5f88ab9e304ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:00:59.530012+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": 7020.44, "started_at": "2026-05-19T16:00:52.508791+00:00", "ended_at": "2026-05-19T16:00:59.529256+00:00", "prompt_metrics": {"chars": 7019, "bytes_utf8": 7019, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 356, "bytes_utf8": 356, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14457, "cached_input_tokens": 12032, "output_tokens": 227, "reasoning_output_tokens": 121}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"28.7967\\\" AS REAL) <= 70.12685 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template with measure_col bound to \\\"28.7967\\\" and threshold 70.12685. Cast the TEXT column to REAL for numeric comparison in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..46496f3c608db86b49c9076e75b83a28c514af0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ccd486aeaf0455d4", + "api_calls": 0, + "input_tokens": 14457, + "cached_input_tokens": 12032, + "output_tokens": 227, + "total_tokens": 14684, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7020.44, + "sql_execution_elapsed_ms_total": 5.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ccd486aeaf0455d4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75f51d3d21039033690c9a820ef73240947b0ce2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7247, "bytes_utf8": 7247, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1857, "bytes_utf8": 1857, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 13696, "output_tokens": 3428, "reasoning_output_tokens": 2768}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cd0275a5de664108104a6271518c860e21a0e3e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d06316c26ccccf7a", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 3428, + "total_tokens": 17931, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 48687.62, + "sql_execution_elapsed_ms_total": 64.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af95c590a122b8779c1df4b3dd604001fc2de354 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/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": "2026-05-19T15:55:01.234832+00:00", + "ended_at": "2026-05-19T15:55:49.922480+00:00", + "elapsed_ms": 48687.62, + "prompt_metrics": { + "chars": 7247, + "bytes_utf8": 7247, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2610, + "bytes_utf8": 2610, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1857, + "bytes_utf8": 1857, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 3428, + "reasoning_output_tokens": 2768 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0647a7f5a2840925b39844eab8ece7841a4392d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "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": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ccd81bcc4be48c533d6640095d723545495e343 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-99ee-72f0-befa-7b3ec20b61b4"} +{"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 \\\"g\\\" AS \\\"g\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"28.7967\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"28.7967\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"target_pos\\\",\\n CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER) AS \\\"lower_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"g\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"target_pos\\\",\\n \\\"lower_rn\\\",\\n CASE\\n WHEN \\\"target_pos\\\" > \\\"lower_rn\\\" THEN \\\"lower_rn\\\" + 1\\n ELSE \\\"lower_rn\\\"\\n END AS \\\"upper_rn\\\"\\n FROM \\\"positions\\\"\\n)\\nSELECT\\n \\\"b\\\".\\\"g\\\",\\n CASE\\n WHEN \\\"b\\\".\\\"lower_rn\\\" = \\\"b\\\".\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END) +\\n (\\\"b\\\".\\\"target_pos\\\" - \\\"b\\\".\\\"lower_rn\\\") * (\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"upper_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END) -\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\" AS \\\"b\\\"\\nJOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"g\\\" = \\\"b\\\".\\\"g\\\"\\n AND \\\"r\\\".\\\"rn\\\" IN (\\\"b\\\".\\\"lower_rn\\\", \\\"b\\\".\\\"upper_rn\\\")\\nGROUP BY \\\"b\\\".\\\"g\\\", \\\"b\\\".\\\"target_pos\\\", \\\"b\\\".\\\"lower_rn\\\", \\\"b\\\".\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite lacks PERCENTILE_CONT, so this emulates the 0.95 continuous percentile per \\\"g\\\" group with window functions and linear interpolation. \\\"28.7967\\\" is cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14503,"cached_input_tokens":13696,"output_tokens":3428,"reasoning_output_tokens":2768}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88bcdc159d573cf40b1e6176c9222d709d73d24d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\" AS \"g\",\n CAST(\"28.7967\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"28.7967\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"28.7967\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT\n \"g\",\n \"cnt\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"target_pos\",\n CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER) AS \"lower_rn\"\n FROM \"ranked\"\n GROUP BY \"g\", \"cnt\"\n),\n\"bounds\" AS (\n SELECT\n \"g\",\n \"target_pos\",\n \"lower_rn\",\n CASE\n WHEN \"target_pos\" > \"lower_rn\" THEN \"lower_rn\" + 1\n ELSE \"lower_rn\"\n END AS \"upper_rn\"\n FROM \"positions\"\n)\nSELECT\n \"b\".\"g\",\n CASE\n WHEN \"b\".\"lower_rn\" = \"b\".\"upper_rn\" THEN\n MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"lower_rn\" THEN \"r\".\"measure\" END)\n ELSE\n MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"lower_rn\" THEN \"r\".\"measure\" END) +\n (\"b\".\"target_pos\" - \"b\".\"lower_rn\") * (\n MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"upper_rn\" THEN \"r\".\"measure\" END) -\n MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"lower_rn\" THEN \"r\".\"measure\" END)\n )\n END AS \"percentile_measure\"\nFROM \"bounds\" AS \"b\"\nJOIN \"ranked\" AS \"r\"\n ON \"r\".\"g\" = \"b\".\"g\"\n AND \"r\".\"rn\" IN (\"b\".\"lower_rn\", \"b\".\"upper_rn\")\nGROUP BY \"b\".\"g\", \"b\".\"target_pos\", \"b\".\"lower_rn\", \"b\".\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite lacks PERCENTILE_CONT, so this emulates the 0.95 continuous percentile per \"g\" group with window functions and linear interpolation. \"28.7967\" is cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bb225ad001f92fbcf4110769fb48ebd78ef39c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/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=g, measure_col=-8.2027. +Result preview: [{"g": "h", "percentile_measure": 49.2008}, {"g": "g", "percentile_measure": 19.7623}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f413da359b23d75c0a5043c7159a5745be4de4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_d166ba3cf4422f4d +-- problem_id: v2p_n11_98a21e6eabfe0048 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g" AS "group_col", + CAST("-8.2027" AS REAL) AS "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("-8.2027" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "-8.2027" IS NOT NULL + AND TRIM("-8.2027") <> '' +) +SELECT + "group_col" AS "g", + MIN("measure_col") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) +GROUP BY "group_col" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..536fe560f1a3629a1a667d47ec984c70d56035de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/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 \"ranked\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"-8.2027\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"-8.2027\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"-8.2027\" IS NOT NULL\n AND TRIM(\"-8.2027\") <> ''\n)\nSELECT\n \"group_col\" AS \"g\",\n MIN(\"measure_col\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\nGROUP BY \"group_col\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"-8.2027\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"-8.2027\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"-8.2027\\\" IS NOT NULL\\n AND TRIM(\\\"-8.2027\\\") <> ''\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"g\\\",\\n MIN(\\\"measure_col\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 49.2008}, {\"g\": \"g\", \"percentile_measure\": 19.7623}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 68.85}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..493e3406df4700492ee653d9748565ae3aa4f156 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:51:53.222503+00:00", + "ended_at": "2026-05-19T15:52:15.409265+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d166ba3cf4422f4d", + "problem_id": "v2p_n11_98a21e6eabfe0048", + "dataset_id": "n11", + "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=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "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": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d166ba3cf4422f4d.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d166ba3cf4422f4d", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 12032, + "output_tokens": 1152, + "total_tokens": 15655, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22112.8, + "sql_execution_elapsed_ms_total": 68.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4678ece1d3a101f7b714c69710602490e680182c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:52:15.337969+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": 22112.8, "started_at": "2026-05-19T15:51:53.223887+00:00", "ended_at": "2026-05-19T15:52:15.336721+00:00", "prompt_metrics": {"chars": 7249, "bytes_utf8": 7249, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 837, "bytes_utf8": 837, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 12032, "output_tokens": 1152, "reasoning_output_tokens": 877}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"-8.2027\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"-8.2027\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"-8.2027\\\" IS NOT NULL\\n AND TRIM(\\\"-8.2027\\\") <> ''\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"g\\\",\\n MIN(\\\"measure_col\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per group on CAST(\\\"-8.2027\\\" AS REAL), grouped by \\\"g\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7d08a89b04eb3b2c21e472db68caa2e800f0bb87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d166ba3cf4422f4d", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 12032, + "output_tokens": 1152, + "total_tokens": 15655, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22112.8, + "sql_execution_elapsed_ms_total": 68.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b92da1124fb4fc77a7dcb117ac7868f749bb8b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/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=g, measure_col=81.8828. +Result preview: [{"g": "g", "group_value": 2345830.9282}, {"g": "h", "group_value": 1340506.0524}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5173b9191ec1c953f2959ba6f97146d496c6063b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_d1e14d3a774f9348 +-- problem_id: v2p_n11_e8678ee735817b5b +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("81.8828" AS REAL)) AS group_value + FROM "n11" + GROUP BY "g" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT grp."g", grp.group_value +FROM grouped AS grp +CROSS JOIN total AS t +WHERE grp.group_value > t.total_value * 0.1 +ORDER BY grp.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..212807f1baed0299b99dbc067320c072c8eee446 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/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 \"g\", SUM(CAST(\"81.8828\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT grp.\"g\", grp.group_value\nFROM grouped AS grp\nCROSS JOIN total AS t\nWHERE grp.group_value > t.total_value * 0.1\nORDER BY grp.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"81.8828\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT grp.\\\"g\\\", grp.group_value\\nFROM grouped AS grp\\nCROSS JOIN total AS t\\nWHERE grp.group_value > t.total_value * 0.1\\nORDER BY grp.group_value DESC;\", \"columns\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"g\", \"group_value\": 2345830.9282}, {\"g\": \"h\", \"group_value\": 1340506.0524}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.81}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f3b35791f9b5b34ec173055fc8c8e1b41c89eeb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:47:37.339550+00:00", + "ended_at": "2026-05-19T15:47:50.985469+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d1e14d3a774f9348", + "problem_id": "v2p_n11_e8678ee735817b5b", + "dataset_id": "n11", + "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=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "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": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d1e14d3a774f9348.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d1e14d3a774f9348", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 12032, + "output_tokens": 555, + "total_tokens": 15158, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13625.47, + "sql_execution_elapsed_ms_total": 12.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d40bd4f2c9fc1e899b129578f10d0043f76985c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:50.970083+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": 13625.47, "started_at": "2026-05-19T15:47:37.343595+00:00", "ended_at": "2026-05-19T15:47:50.969122+00:00", "prompt_metrics": {"chars": 7624, "bytes_utf8": 7624, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 616, "bytes_utf8": 616, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14603, "cached_input_tokens": 12032, "output_tokens": 555, "reasoning_output_tokens": 381}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"81.8828\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT grp.\\\"g\\\", grp.group_value\\nFROM grouped AS grp\\nCROSS JOIN total AS t\\nWHERE grp.group_value > t.total_value * 0.1\\nORDER BY grp.group_value DESC;\",\"notes\":\"Used the planned Relative-to-Total Extreme Threshold template with group_col=\\\"g\\\" and measure_col=\\\"81.8828\\\". CAST(\\\"81.8828\\\" AS REAL) is applied because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..572693503da02c2fc2c50d1d395e6162634f9a29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d1e14d3a774f9348", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 12032, + "output_tokens": 555, + "total_tokens": 15158, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13625.47, + "sql_execution_elapsed_ms_total": 12.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d34354742c67de73/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d34354742c67de73/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d34354742c67de73/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d34354742c67de73/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d34354742c67de73/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..afc3086ba1ed60d0ad146bf2daded972155b7c27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d34354742c67de73/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_d34354742c67de73 +-- problem_id: v2p_n11_1e6fa6d76b76d310 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "81.8828", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "81.8828" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d34354742c67de73/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d34354742c67de73/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b29b26f3785b7d56ef6518b035ef935671db82c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d34354742c67de73/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_b\n-- sql_source_dataset_id: n11\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_n11_d34354742c67de73\n-- problem_id: v2p_n11_1e6fa6d76b76d310\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"81.8828\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"81.8828\"\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_b\\n-- sql_source_dataset_id: n11\\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_n11_d34354742c67de73\\n-- problem_id: v2p_n11_1e6fa6d76b76d310\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"81.8828\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"81.8828\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"81.8828\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d34354742c67de73/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d34354742c67de73/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a77dc2bb5ba2f3914d5827eca4fb33c82b9f27d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d34354742c67de73/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:06:31.609600+00:00", + "ended_at": "2026-05-19T16:06:31.624951+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d34354742c67de73", + "problem_id": "v2p_n11_1e6fa6d76b76d310", + "dataset_id": "n11", + "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=16.0021, key_col=81.8828.", + "bindings": { + "key_col": "81.8828", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d34354742c67de73.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_b/n11/artifacts/v2q_n11_d34354742c67de73/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d34354742c67de73/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d34354742c67de73/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_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e18043397ebe4cbaa38fc11b409ed9c680eb6f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/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=g, measure_col=27.7004. +Result preview: [{"g": "h", "percentile_measure": 49.35386}, {"g": "g", "percentile_measure": 46.0041}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..73e4e2b4b92f84681fe718c7d8791edcaed9b2b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/generated_sql.sql @@ -0,0 +1,48 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_d56e445565e8ca8d +-- problem_id: v2p_n11_464c4db59223a56c +-- realization_mode: agent +-- source_kind: agent +WITH "__ordered" AS ( + SELECT + "g" AS "__group", + CAST("27.7004" AS REAL) AS "__measure", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("27.7004" AS REAL) + ) AS "__rn", + COUNT(*) OVER (PARTITION BY "g") AS "__cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "27.7004" IS NOT NULL +), +"__pos" AS ( + SELECT + "__group", + "__cnt", + CAST((9 * "__cnt" + 1) / 10 AS INTEGER) AS "__low_rn", + CAST((9 * "__cnt" + 1) / 10 AS INTEGER) + + CASE WHEN (9 * "__cnt" + 1) % 10 = 0 THEN 0 ELSE 1 END AS "__high_rn", + ((9 * "__cnt" + 1) % 10) / 10.0 AS "__high_wt" + FROM "__ordered" + GROUP BY "__group", "__cnt" +) +SELECT + o."__group" AS "g", + ( + MAX(CASE WHEN o."__rn" = p."__low_rn" THEN o."__measure" END) * (1.0 - p."__high_wt") + + MAX(CASE WHEN o."__rn" = p."__high_rn" THEN o."__measure" END) * p."__high_wt" + ) AS "percentile_measure" +FROM "__ordered" AS o +JOIN "__pos" AS p + ON o."__group" = p."__group" +GROUP BY o."__group", p."__low_rn", p."__high_rn", p."__high_wt" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b85cc72badb33303cf74910a8e3ec32b5311e64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/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 \"g\" AS \"__group\",\n CAST(\"27.7004\" AS REAL) AS \"__measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"27.7004\" AS REAL)\n ) AS \"__rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"__cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"27.7004\" IS NOT NULL\n),\n\"__pos\" AS (\n SELECT\n \"__group\",\n \"__cnt\",\n CAST((9 * \"__cnt\" + 1) / 10 AS INTEGER) AS \"__low_rn\",\n CAST((9 * \"__cnt\" + 1) / 10 AS INTEGER)\n + CASE WHEN (9 * \"__cnt\" + 1) % 10 = 0 THEN 0 ELSE 1 END AS \"__high_rn\",\n ((9 * \"__cnt\" + 1) % 10) / 10.0 AS \"__high_wt\"\n FROM \"__ordered\"\n GROUP BY \"__group\", \"__cnt\"\n)\nSELECT\n o.\"__group\" AS \"g\",\n (\n MAX(CASE WHEN o.\"__rn\" = p.\"__low_rn\" THEN o.\"__measure\" END) * (1.0 - p.\"__high_wt\")\n + MAX(CASE WHEN o.\"__rn\" = p.\"__high_rn\" THEN o.\"__measure\" END) * p.\"__high_wt\"\n ) AS \"percentile_measure\"\nFROM \"__ordered\" AS o\nJOIN \"__pos\" AS p\n ON o.\"__group\" = p.\"__group\"\nGROUP BY o.\"__group\", p.\"__low_rn\", p.\"__high_rn\", p.\"__high_wt\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"__ordered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"__group\\\",\\n CAST(\\\"27.7004\\\" AS REAL) AS \\\"__measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"27.7004\\\" AS REAL)\\n ) AS \\\"__rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"__cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"27.7004\\\" IS NOT NULL\\n),\\n\\\"__pos\\\" AS (\\n SELECT\\n \\\"__group\\\",\\n \\\"__cnt\\\",\\n CAST((9 * \\\"__cnt\\\" + 1) / 10 AS INTEGER) AS \\\"__low_rn\\\",\\n CAST((9 * \\\"__cnt\\\" + 1) / 10 AS INTEGER)\\n + CASE WHEN (9 * \\\"__cnt\\\" + 1) % 10 = 0 THEN 0 ELSE 1 END AS \\\"__high_rn\\\",\\n ((9 * \\\"__cnt\\\" + 1) % 10) / 10.0 AS \\\"__high_wt\\\"\\n FROM \\\"__ordered\\\"\\n GROUP BY \\\"__group\\\", \\\"__cnt\\\"\\n)\\nSELECT\\n o.\\\"__group\\\" AS \\\"g\\\",\\n (\\n MAX(CASE WHEN o.\\\"__rn\\\" = p.\\\"__low_rn\\\" THEN o.\\\"__measure\\\" END) * (1.0 - p.\\\"__high_wt\\\")\\n + MAX(CASE WHEN o.\\\"__rn\\\" = p.\\\"__high_rn\\\" THEN o.\\\"__measure\\\" END) * p.\\\"__high_wt\\\"\\n ) AS \\\"percentile_measure\\\"\\nFROM \\\"__ordered\\\" AS o\\nJOIN \\\"__pos\\\" AS p\\n ON o.\\\"__group\\\" = p.\\\"__group\\\"\\nGROUP BY o.\\\"__group\\\", p.\\\"__low_rn\\\", p.\\\"__high_rn\\\", p.\\\"__high_wt\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 49.35386}, {\"g\": \"g\", \"percentile_measure\": 46.0041}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 77.08}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..583cba1ff6556cf3c5e5dacad9169ade051ce9c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:49:25.971745+00:00", + "ended_at": "2026-05-19T15:50:08.830517+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d56e445565e8ca8d", + "problem_id": "v2p_n11_464c4db59223a56c", + "dataset_id": "n11", + "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=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "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": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=85" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d56e445565e8ca8d.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d56e445565e8ca8d", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 2737, + "total_tokens": 17240, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 42777.01, + "sql_execution_elapsed_ms_total": 77.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dea2edafb198a07889699484e7c1370016d306fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:50:08.751850+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": 42777.01, "started_at": "2026-05-19T15:49:25.973667+00:00", "ended_at": "2026-05-19T15:50:08.750709+00:00", "prompt_metrics": {"chars": 7245, "bytes_utf8": 7245, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1453, "bytes_utf8": 1453, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 13696, "output_tokens": 2737, "reasoning_output_tokens": 2220}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"__ordered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"__group\\\",\\n CAST(\\\"27.7004\\\" AS REAL) AS \\\"__measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"27.7004\\\" AS REAL)\\n ) AS \\\"__rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"__cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"27.7004\\\" IS NOT NULL\\n),\\n\\\"__pos\\\" AS (\\n SELECT\\n \\\"__group\\\",\\n \\\"__cnt\\\",\\n CAST((9 * \\\"__cnt\\\" + 1) / 10 AS INTEGER) AS \\\"__low_rn\\\",\\n CAST((9 * \\\"__cnt\\\" + 1) / 10 AS INTEGER)\\n + CASE WHEN (9 * \\\"__cnt\\\" + 1) % 10 = 0 THEN 0 ELSE 1 END AS \\\"__high_rn\\\",\\n ((9 * \\\"__cnt\\\" + 1) % 10) / 10.0 AS \\\"__high_wt\\\"\\n FROM \\\"__ordered\\\"\\n GROUP BY \\\"__group\\\", \\\"__cnt\\\"\\n)\\nSELECT\\n o.\\\"__group\\\" AS \\\"g\\\",\\n (\\n MAX(CASE WHEN o.\\\"__rn\\\" = p.\\\"__low_rn\\\" THEN o.\\\"__measure\\\" END) * (1.0 - p.\\\"__high_wt\\\")\\n + MAX(CASE WHEN o.\\\"__rn\\\" = p.\\\"__high_rn\\\" THEN o.\\\"__measure\\\" END) * p."} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3bac88fa6f72cebe9afc415883ad700e5a8186bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d56e445565e8ca8d", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 2737, + "total_tokens": 17240, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 42777.01, + "sql_execution_elapsed_ms_total": 77.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e1b4e2f1d4c6cd72ab82124a5834a5c6b35d10a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/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=0.1982. +Result preview: [{"0.1982": 0.6752}, {"0.1982": 0.674}, {"0.1982": 0.643}, {"0.1982": 0.637}, {"0.1982": 0.6296}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..def79545d92bc325c3e75c5036a8e9804d3957cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_db811986e9c1b3b0 +-- problem_id: v2p_n11_58d6aa99734b753f +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("0.1982" AS REAL) AS "0.1982", + NTILE(10) OVER (ORDER BY CAST("0.1982" AS REAL) DESC) AS tail_bucket + FROM "n11" + WHERE "0.1982" IS NOT NULL +) +SELECT "0.1982" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "0.1982" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7cd298e5abdeb59437cce40d9d5e006f478d013c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/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(\"0.1982\" AS REAL) AS \"0.1982\",\n NTILE(10) OVER (ORDER BY CAST(\"0.1982\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n WHERE \"0.1982\" IS NOT NULL\n)\nSELECT \"0.1982\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"0.1982\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"0.1982\\\" AS REAL) AS \\\"0.1982\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"0.1982\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n WHERE \\\"0.1982\\\" IS NOT NULL\\n)\\nSELECT \\\"0.1982\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"0.1982\\\" DESC;\", \"columns\": [\"0.1982\"], \"rows\": [{\"0.1982\": 0.6752}, {\"0.1982\": 0.674}, {\"0.1982\": 0.643}, {\"0.1982\": 0.637}, {\"0.1982\": 0.6296}, {\"0.1982\": 0.6283}, {\"0.1982\": 0.6264}, {\"0.1982\": 0.6242}, {\"0.1982\": 0.6224}, {\"0.1982\": 0.6204}, {\"0.1982\": 0.619}, {\"0.1982\": 0.6184}, {\"0.1982\": 0.618}, {\"0.1982\": 0.6174}, {\"0.1982\": 0.6172}, {\"0.1982\": 0.6172}, {\"0.1982\": 0.6159}, {\"0.1982\": 0.6158}, {\"0.1982\": 0.615}, {\"0.1982\": 0.614}, {\"0.1982\": 0.6139}, {\"0.1982\": 0.6098}, {\"0.1982\": 0.6088}, {\"0.1982\": 0.6074}, {\"0.1982\": 0.6065}, {\"0.1982\": 0.6051}, {\"0.1982\": 0.6045}, {\"0.1982\": 0.6005}, {\"0.1982\": 0.5951}, {\"0.1982\": 0.5951}, {\"0.1982\": 0.5897}, {\"0.1982\": 0.5889}, {\"0.1982\": 0.5878}, {\"0.1982\": 0.5875}, {\"0.1982\": 0.5868}, {\"0.1982\": 0.5866}, {\"0.1982\": 0.5853}, {\"0.1982\": 0.5818}, {\"0.1982\": 0.581}, {\"0.1982\": 0.5786}, {\"0.1982\": 0.5779}, {\"0.1982\": 0.5774}, {\"0.1982\": 0.5761}, {\"0.1982\": 0.5733}, {\"0.1982\": 0.5729}, {\"0.1982\": 0.5726}, {\"0.1982\": 0.5726}, {\"0.1982\": 0.5723}, {\"0.1982\": 0.5718}, {\"0.1982\": 0.571}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 65.33}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..35d4969e9a2443055a668e7cdc3f3bf015abe9ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:43:36.147703+00:00", + "ended_at": "2026-05-19T15:43:49.411747+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_db811986e9c1b3b0", + "problem_id": "v2p_n11_58d6aa99734b753f", + "dataset_id": "n11", + "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=0.1982.", + "bindings": { + "measure_col": "0.1982", + "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": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=64" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_db811986e9c1b3b0.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_db811986e9c1b3b0", + "api_calls": 0, + "input_tokens": 14521, + "cached_input_tokens": 13696, + "output_tokens": 490, + "total_tokens": 15011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13192.17, + "sql_execution_elapsed_ms_total": 65.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1dad0e8cb4c6c64cdcff2899916448a7d578c677 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:43:49.343161+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": 13192.17, "started_at": "2026-05-19T15:43:36.149313+00:00", "ended_at": "2026-05-19T15:43:49.341520+00:00", "prompt_metrics": {"chars": 7250, "bytes_utf8": 7250, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 583, "bytes_utf8": 583, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14521, "cached_input_tokens": 13696, "output_tokens": 490, "reasoning_output_tokens": 316}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"0.1982\\\" AS REAL) AS \\\"0.1982\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"0.1982\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n WHERE \\\"0.1982\\\" IS NOT NULL\\n)\\nSELECT \\\"0.1982\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"0.1982\\\" DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to \\\"0.1982\\\" and num_tiles=10. Cast to REAL because the schema stores this numeric measure as TEXT, and numeric ordering is required for a valid tail slice.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6ce6f71f61fc01fcba81f80b08b7c65f307df00e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_db811986e9c1b3b0", + "api_calls": 0, + "input_tokens": 14521, + "cached_input_tokens": 13696, + "output_tokens": 490, + "total_tokens": 15011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13192.17, + "sql_execution_elapsed_ms_total": 65.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58277199acb4695e82495f34b5d8420227767420 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/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": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 344, "bytes_utf8": 344, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14463, "cached_input_tokens": 0, "output_tokens": 242, "reasoning_output_tokens": 144}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a9e20716ae283af99840808b52f7f4c61e603742 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e0b92972163a53b5", + "api_calls": 0, + "input_tokens": 14463, + "cached_input_tokens": 0, + "output_tokens": 242, + "total_tokens": 14705, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7426.8, + "sql_execution_elapsed_ms_total": 18.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2423e3697ce81bc3bb474b1faa6653488cfd06d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/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": "2026-05-19T15:30:11.330836+00:00", + "ended_at": "2026-05-19T15:30:18.757674+00:00", + "elapsed_ms": 7426.8, + "prompt_metrics": { + "chars": 7065, + "bytes_utf8": 7065, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 694, + "bytes_utf8": 694, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 344, + "bytes_utf8": 344, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14463, + "cached_input_tokens": 0, + "output_tokens": 242, + "reasoning_output_tokens": 144 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dfecb106cc83282f45ad28e9e6d12321b71db5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "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": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48cafc64edabf4ab038c9c27d1c78fd3ed0308a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-ddfd-7020-92b8-4d35f40a16b1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped numeric sum template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". Cast measure_col to REAL because the schema stores it as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14463,"cached_input_tokens":0,"output_tokens":242,"reasoning_output_tokens":144}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac2f74b5602b7539c2cb5705a57e60d1b0b4f0b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"g\", SUM(CAST(\"22.011\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;","notes":"Used the provided grouped numeric sum template with group_col=\"g\" and measure_col=\"22.011\". Cast measure_col to REAL because the schema stores it as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1db2eb4d584e0028d9db11f4e5575628a2849d2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/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=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e50d416deddb0724164e3bdea45b60fb9f485ee4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_e29abbc71d202e18 +-- problem_id: v2p_n11_5e07914d2af5268a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + 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_b/n11/artifacts/v2q_n11_e29abbc71d202e18/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..863718b0c7f6c4ebd70b3f1624b979b8babf178f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/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 \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\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 \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.59}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8adb35f1314ab940a9cff4da2739f7790c98b240 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:39:13.131804+00:00", + "ended_at": "2026-05-19T15:39:31.203110+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e29abbc71d202e18", + "problem_id": "v2p_n11_5e07914d2af5268a", + "dataset_id": "n11", + "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=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_e29abbc71d202e18.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e29abbc71d202e18", + "api_calls": 0, + "input_tokens": 14667, + "cached_input_tokens": 13696, + "output_tokens": 561, + "total_tokens": 15228, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18050.0, + "sql_execution_elapsed_ms_total": 14.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24c759ba71f42fbe451efd62627c6c5386561095 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:31.185594+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": 18050.0, "started_at": "2026-05-19T15:39:13.133546+00:00", "ended_at": "2026-05-19T15:39:31.183592+00:00", "prompt_metrics": {"chars": 7860, "bytes_utf8": 7860, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 635, "bytes_utf8": 635, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14667, "cached_input_tokens": 13696, "output_tokens": 561, "reasoning_output_tokens": 382}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the required template with both group_col and condition_col bound to \\\"g\\\", comparing target values 'g' and 'h'. NULLIF avoids division by zero for groups without any 'h' rows.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0c59105c10bf7a3f93310d29dfe3e853f32c8230 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e29abbc71d202e18", + "api_calls": 0, + "input_tokens": 14667, + "cached_input_tokens": 13696, + "output_tokens": 561, + "total_tokens": 15228, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18050.0, + "sql_execution_elapsed_ms_total": 14.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8a5eb5800097374920c4e1a816b1d36059fe17b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/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=g, measure_col=28.7967. +Result preview: [{"g": "g", "16.0021": "0", "total_measure": 1887.1221, "share_within_group": 0.350558347261081}, {"g": "h", "16.0021": "0", "total_measure": 473.4779, "share_within_group": 0.09979087061927783}, {"g": "h", "16.0021": "92.616", "total_measure": 473.43, "share_within_group": 0.09978077514765674}, {"g": "h", "16.0021": "22.5405", "total_measure": 454.368, "share_within_group": 0.09576324111756859}, {"g": "h", "16.0021": "73.9967", "total_measure": 405.658, "share_within_group": 0.08549705275299017}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1adf25772eb84b8fb36584d222cd7c5dd6b6cf35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_e580aa6457c28352 +-- problem_id: v2p_n11_9032aa694bff5a0c +-- realization_mode: agent +-- source_kind: agent +SELECT "g", "16.0021", + SUM(CAST("28.7967" AS REAL)) AS total_measure, + SUM(CAST("28.7967" AS REAL)) * 100.0 / SUM(SUM(CAST("28.7967" AS REAL))) OVER (PARTITION BY "g") AS share_within_group +FROM "n11" +GROUP BY "g", "16.0021" +ORDER BY share_within_group DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04f694bb54b79acea0747f835234f0f05c84c886 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/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 \"g\", \"16.0021\",\n SUM(CAST(\"28.7967\" AS REAL)) AS total_measure,\n SUM(CAST(\"28.7967\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"28.7967\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"16.0021\"\nORDER BY share_within_group DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"16.0021\\\",\\n SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"28.7967\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"28.7967\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"16.0021\\\"\\nORDER BY share_within_group DESC\\nLIMIT 10;\", \"columns\": [\"g\", \"16.0021\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"g\", \"16.0021\": \"0\", \"total_measure\": 1887.1221, \"share_within_group\": 0.350558347261081}, {\"g\": \"h\", \"16.0021\": \"0\", \"total_measure\": 473.4779, \"share_within_group\": 0.09979087061927783}, {\"g\": \"h\", \"16.0021\": \"92.616\", \"total_measure\": 473.43, \"share_within_group\": 0.09978077514765674}, {\"g\": \"h\", \"16.0021\": \"22.5405\", \"total_measure\": 454.368, \"share_within_group\": 0.09576324111756859}, {\"g\": \"h\", \"16.0021\": \"73.9967\", \"total_measure\": 405.658, \"share_within_group\": 0.08549705275299017}, {\"g\": \"h\", \"16.0021\": \"82.5347\", \"total_measure\": 402.18, \"share_within_group\": 0.08476402456304963}, {\"g\": \"h\", \"16.0021\": \"75.9943\", \"total_measure\": 385.704, \"share_within_group\": 0.08129151954365332}, {\"g\": \"h\", \"16.0021\": \"83.5381\", \"total_measure\": 379.592, \"share_within_group\": 0.08000334579525867}, {\"g\": \"h\", \"16.0021\": \"72.4744\", \"total_measure\": 347.764, \"share_within_group\": 0.07329523158323237}, {\"g\": \"h\", \"16.0021\": \"49.3465\", \"total_measure\": 334.177, \"share_within_group\": 0.07043161628227719}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 60.97}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62b53bd3c83e0b7014cec9bddb5f1793fdd66a96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:35:56.151851+00:00", + "ended_at": "2026-05-19T15:36:08.594133+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e580aa6457c28352", + "problem_id": "v2p_n11_9032aa694bff5a0c", + "dataset_id": "n11", + "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=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "item_col": "16.0021", + "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": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e580aa6457c28352.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e580aa6457c28352", + "api_calls": 0, + "input_tokens": 14586, + "cached_input_tokens": 12032, + "output_tokens": 652, + "total_tokens": 15238, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12376.53, + "sql_execution_elapsed_ms_total": 60.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cac9ee200c8c69647d8bafd5358df1da703f2ede --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:08.530811+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": 12376.53, "started_at": "2026-05-19T15:35:56.153405+00:00", "ended_at": "2026-05-19T15:36:08.529969+00:00", "prompt_metrics": {"chars": 7477, "bytes_utf8": 7477, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 537, "bytes_utf8": 537, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14586, "cached_input_tokens": 12032, "output_tokens": 652, "reasoning_output_tokens": 480}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"16.0021\\\",\\n SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"28.7967\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"28.7967\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"16.0021\\\"\\nORDER BY share_within_group DESC\\nLIMIT 10;\",\"notes\":\"Used the provided template with group_col=\\\"g\\\", item_col=\\\"16.0021\\\", and measure_col=\\\"28.7967\\\". Cast the measure from TEXT to REAL for SQLite numeric aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d46608eea474515bc1792270aca80426c64113c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e580aa6457c28352", + "api_calls": 0, + "input_tokens": 14586, + "cached_input_tokens": 12032, + "output_tokens": 652, + "total_tokens": 15238, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12376.53, + "sql_execution_elapsed_ms_total": 60.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc1099a925e6a0b20c6a88615b27de5493715e17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7244, "bytes_utf8": 7244, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1868, "bytes_utf8": 1868, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14501, "cached_input_tokens": 13696, "output_tokens": 2134, "reasoning_output_tokens": 1468}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..19f9962b8f1cbc9da4764e54af5de6d9fea8cda1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e61f545d73cf93e1", + "api_calls": 0, + "input_tokens": 14501, + "cached_input_tokens": 13696, + "output_tokens": 2134, + "total_tokens": 16635, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31344.39, + "sql_execution_elapsed_ms_total": 93.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1248673379be9cf6d5f48ecb5918fa64dd14b5c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/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": "2026-05-19T15:50:29.064888+00:00", + "ended_at": "2026-05-19T15:51:00.409307+00:00", + "elapsed_ms": 31344.39, + "prompt_metrics": { + "chars": 7244, + "bytes_utf8": 7244, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2564, + "bytes_utf8": 2564, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1868, + "bytes_utf8": 1868, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14501, + "cached_input_tokens": 13696, + "output_tokens": 2134, + "reasoning_output_tokens": 1468 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea4ab9c08f44ce48eeef3c2f17ebade1d798439e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "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": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..942be72691efaf35cb6e97d78c257b26d9a70f65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-72d8-7363-8e95-1e0639ed253a"} +{"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 \\\"g\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"22.011\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND TRIM(\\\"g\\\") <> ''\\n AND \\\"22.011\\\" IS NOT NULL\\n AND TRIM(\\\"22.011\\\") <> ''\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"g\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"target_rn\\\",\\n CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) + CASE\\n WHEN (1.0 + 0.95 * (\\\"cnt\\\" - 1)) > CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"p\\\".\\\"g\\\",\\n \\\"p\\\".\\\"target_rn\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\",\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"params\\\" AS \\\"p\\\"\\n JOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"g\\\" = \\\"p\\\".\\\"g\\\"\\n GROUP BY\\n \\\"p\\\".\\\"g\\\",\\n \\\"p\\\".\\\"target_rn\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + (\\\"target_rn\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Implements the planned grouped 95th-percentile query for \\\"g\\\" and \\\"22.011\\\" in SQLite by emulating PERCENTILE_CONT with window functions and linear interpolation, casting the TEXT measure column to REAL and filtering NULL/blank values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14501,"cached_input_tokens":13696,"output_tokens":2134,"reasoning_output_tokens":1468}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..290a9d6f0786027c54e1889d0a5d3abe95f2e5e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"22.011\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"22.011\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND TRIM(\"g\") <> ''\n AND \"22.011\" IS NOT NULL\n AND TRIM(\"22.011\") <> ''\n),\n\"params\" AS (\n SELECT DISTINCT\n \"g\",\n \"cnt\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"target_rn\",\n CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) + CASE\n WHEN (1.0 + 0.95 * (\"cnt\" - 1)) > CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"picked\" AS (\n SELECT\n \"p\".\"g\",\n \"p\".\"target_rn\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\",\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure\" END) AS \"lower_val\",\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"upper_rn\" THEN \"r\".\"measure\" END) AS \"upper_val\"\n FROM \"params\" AS \"p\"\n JOIN \"ranked\" AS \"r\"\n ON \"r\".\"g\" = \"p\".\"g\"\n GROUP BY\n \"p\".\"g\",\n \"p\".\"target_rn\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\"\n)\nSELECT\n \"g\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + (\"target_rn\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Implements the planned grouped 95th-percentile query for \"g\" and \"22.011\" in SQLite by emulating PERCENTILE_CONT with window functions and linear interpolation, casting the TEXT measure column to REAL and filtering NULL/blank values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..58153ed73f18e86ccdd3dc180d9df563b852dd71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/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=g, measure_col=40.092. +Result preview: [{"g": "h", "group_value": 294173.2397}, {"g": "g", "group_value": 231608.0093}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2204d9477a773633521fbe3b4c429a95d8146218 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_e825e8fdfb06cfa4 +-- problem_id: v2p_n11_e93da171d533ee71 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("40.092" AS REAL)) AS group_value + FROM "n11" + GROUP BY "g" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT grp."g", grp.group_value +FROM grouped AS grp +CROSS JOIN total AS t +WHERE grp.group_value > t.total_value * 0.1 +ORDER BY grp.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..62288a887a262d72d726545890a659ca845a3964 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/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 \"g\", SUM(CAST(\"40.092\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT grp.\"g\", grp.group_value\nFROM grouped AS grp\nCROSS JOIN total AS t\nWHERE grp.group_value > t.total_value * 0.1\nORDER BY grp.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"40.092\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT grp.\\\"g\\\", grp.group_value\\nFROM grouped AS grp\\nCROSS JOIN total AS t\\nWHERE grp.group_value > t.total_value * 0.1\\nORDER BY grp.group_value DESC;\", \"columns\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"h\", \"group_value\": 294173.2397}, {\"g\": \"g\", \"group_value\": 231608.0093}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.85}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..532e5fe2f27e57215c86de45df7e021b5586eb41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:47:17.020576+00:00", + "ended_at": "2026-05-19T15:47:26.121579+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e825e8fdfb06cfa4", + "problem_id": "v2p_n11_e93da171d533ee71", + "dataset_id": "n11", + "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=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "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": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_e825e8fdfb06cfa4.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e825e8fdfb06cfa4", + "api_calls": 0, + "input_tokens": 14599, + "cached_input_tokens": 13696, + "output_tokens": 326, + "total_tokens": 14925, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9085.97, + "sql_execution_elapsed_ms_total": 9.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5717e91c988cd41fc64e57abc36356a531f5d30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:26.109906+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": 9085.97, "started_at": "2026-05-19T15:47:17.022846+00:00", "ended_at": "2026-05-19T15:47:26.108857+00:00", "prompt_metrics": {"chars": 7619, "bytes_utf8": 7619, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 584, "bytes_utf8": 584, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14599, "cached_input_tokens": 13696, "output_tokens": 326, "reasoning_output_tokens": 165}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"40.092\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT grp.\\\"g\\\", grp.group_value\\nFROM grouped AS grp\\nCROSS JOIN total AS t\\nWHERE grp.group_value > t.total_value * 0.1\\nORDER BY grp.group_value DESC;\",\"notes\":\"Applied the requested template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". CAST to REAL is used because the schema stores the measure as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4779a813451f3bbc415d681f35ed37c3b394e732 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e825e8fdfb06cfa4", + "api_calls": 0, + "input_tokens": 14599, + "cached_input_tokens": 13696, + "output_tokens": 326, + "total_tokens": 14925, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9085.97, + "sql_execution_elapsed_ms_total": 9.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc87ba80f53b23d2b27e5359e585d253ce8a9980 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/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=g, measure_col=28.7967. +Result preview: [{"g": "g", "total_measure": 538318.9745}, {"g": "h", "total_measure": 474470.1565}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..82ac51c69f63314a2099a95b7fca1306524ff2e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_e8e343b92d901527 +-- problem_id: v2p_n11_73b6548c9eb08253 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("28.7967" AS REAL)) AS "total_measure" +FROM "n11" +GROUP BY "g" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb1b4a1cc760f51b4bd11bf203f4d7a771255308 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/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 \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS \"total_measure\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum.\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 538318.9745}, {\"g\": \"h\", \"total_measure\": 474470.1565}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e531cc734532734198842077a0c6d85b14f84a89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:28:18.258383+00:00", + "ended_at": "2026-05-19T15:28:26.380381+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e8e343b92d901527", + "problem_id": "v2p_n11_73b6548c9eb08253", + "dataset_id": "n11", + "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=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "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": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=0" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e8e343b92d901527.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e8e343b92d901527", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 4480, + "output_tokens": 302, + "total_tokens": 14767, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8106.76, + "sql_execution_elapsed_ms_total": 10.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0839e5f64bfef950a98fec6c8121c78f032d363 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:28:26.367346+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": 8106.76, "started_at": "2026-05-19T15:28:18.259587+00:00", "ended_at": "2026-05-19T15:28:26.366378+00:00", "prompt_metrics": {"chars": 7068, "bytes_utf8": 7068, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 4480, "output_tokens": 302, "reasoning_output_tokens": 196}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum.\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the required Grouped Numeric Sum template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..839776afec6ed25fdde419701cac6962458886be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e8e343b92d901527", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 4480, + "output_tokens": 302, + "total_tokens": 14767, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8106.76, + "sql_execution_elapsed_ms_total": 10.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1c7d2e9ca47f3383ce7e9566c5dd7a4927fe65da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:04:54.409785+00:00", + "ended_at": "2026-05-19T16:05:01.985905+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e979aebf25f7ac8a", + "problem_id": "v2p_n11_fbe9696af3b8b668", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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 Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "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": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a8c95021c8bcac475606c0a3d7671d40b005a43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:04:57.655705+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3242.82, "started_at": "2026-05-19T16:04:54.411325+00:00", "ended_at": "2026-05-19T16:04:57.654175+00:00", "prompt_metrics": {"chars": 7232, "bytes_utf8": 7232, "lines": 228, "estimated_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-a72a-7360-8af4-332eada3d3f9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:01.985812+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3327.8, "started_at": "2026-05-19T16:04:58.657118+00:00", "ended_at": "2026-05-19T16:05:01.984964+00:00", "prompt_metrics": {"chars": 7232, "bytes_utf8": 7232, "lines": 228, "estimated_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-b7b3-78e0-bbe3-66b43dd473a6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..552253b6202f7ea0045a681d6629d9763ae8227b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/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=16.0021. +Result preview: [{"16.0021": 256.382}, {"16.0021": 228.0385}, {"16.0021": 220.5144}, {"16.0021": 201.364}, {"16.0021": 190.5432}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1dfafb18e41a86b4410ed72bf2ff6d29a3d41adb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_ea99fae6ec12fe98 +-- problem_id: v2p_n11_068bb10a962fb7be +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("16.0021" AS REAL) AS "16.0021", + NTILE(10) OVER (ORDER BY CAST("16.0021" AS REAL) DESC) AS tail_bucket + FROM "n11" + WHERE "16.0021" IS NOT NULL +) +SELECT "16.0021" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "16.0021" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..799647de15b9724d52c8e88dfce9dcc6b6b5b0cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/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(\"16.0021\" AS REAL) AS \"16.0021\",\n NTILE(10) OVER (ORDER BY CAST(\"16.0021\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n WHERE \"16.0021\" IS NOT NULL\n)\nSELECT \"16.0021\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"16.0021\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"16.0021\\\" AS REAL) AS \\\"16.0021\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"16.0021\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n WHERE \\\"16.0021\\\" IS NOT NULL\\n)\\nSELECT \\\"16.0021\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"16.0021\\\" DESC;\", \"columns\": [\"16.0021\"], \"rows\": [{\"16.0021\": 256.382}, {\"16.0021\": 228.0385}, {\"16.0021\": 220.5144}, {\"16.0021\": 201.364}, {\"16.0021\": 190.5432}, {\"16.0021\": 190.139}, {\"16.0021\": 188.8866}, {\"16.0021\": 186.928}, {\"16.0021\": 179.2924}, {\"16.0021\": 177.782}, {\"16.0021\": 176.335}, {\"16.0021\": 172.926}, {\"16.0021\": 171.9848}, {\"16.0021\": 170.862}, {\"16.0021\": 170.2863}, {\"16.0021\": 169.6876}, {\"16.0021\": 165.886}, {\"16.0021\": 161.845}, {\"16.0021\": 161.099}, {\"16.0021\": 160.8347}, {\"16.0021\": 160.324}, {\"16.0021\": 159.8219}, {\"16.0021\": 159.209}, {\"16.0021\": 158.705}, {\"16.0021\": 157.2832}, {\"16.0021\": 155.194}, {\"16.0021\": 154.4648}, {\"16.0021\": 153.0741}, {\"16.0021\": 151.703}, {\"16.0021\": 149.152}, {\"16.0021\": 148.59}, {\"16.0021\": 148.5661}, {\"16.0021\": 148.141}, {\"16.0021\": 146.529}, {\"16.0021\": 145.9831}, {\"16.0021\": 145.8588}, {\"16.0021\": 145.783}, {\"16.0021\": 145.5639}, {\"16.0021\": 145.3262}, {\"16.0021\": 145.251}, {\"16.0021\": 143.465}, {\"16.0021\": 142.4835}, {\"16.0021\": 142.458}, {\"16.0021\": 140.2}, {\"16.0021\": 139.436}, {\"16.0021\": 138.8445}, {\"16.0021\": 137.2039}, {\"16.0021\": 137.1439}, {\"16.0021\": 136.9041}, {\"16.0021\": 136.723}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 33.0}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..88b1a42546636a50075670cac5d397d9becc0000 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:42:31.835704+00:00", + "ended_at": "2026-05-19T15:42:47.955936+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ea99fae6ec12fe98", + "problem_id": "v2p_n11_068bb10a962fb7be", + "dataset_id": "n11", + "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=16.0021.", + "bindings": { + "measure_col": "16.0021", + "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": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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_b/n11/sql/v2q_n11_ea99fae6ec12fe98.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ea99fae6ec12fe98", + "api_calls": 0, + "input_tokens": 14521, + "cached_input_tokens": 13696, + "output_tokens": 458, + "total_tokens": 14979, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16083.27, + "sql_execution_elapsed_ms_total": 33.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..10d50b68f46b654247ea3be2fc83554132603273 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:47.921452+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": 16083.27, "started_at": "2026-05-19T15:42:31.837443+00:00", "ended_at": "2026-05-19T15:42:47.920743+00:00", "prompt_metrics": {"chars": 7252, "bytes_utf8": 7252, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 565, "bytes_utf8": 565, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14521, "cached_input_tokens": 13696, "output_tokens": 458, "reasoning_output_tokens": 287}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"16.0021\\\" AS REAL) AS \\\"16.0021\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"16.0021\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n WHERE \\\"16.0021\\\" IS NOT NULL\\n)\\nSELECT \\\"16.0021\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"16.0021\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"16.0021\\\" and num_tiles=10. Casted the TEXT column to REAL so NTILE and descending order use numeric rather than lexicographic sorting.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4579992fedf4897e241e515f54d1f96044766b5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ea99fae6ec12fe98", + "api_calls": 0, + "input_tokens": 14521, + "cached_input_tokens": 13696, + "output_tokens": 458, + "total_tokens": 14979, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16083.27, + "sql_execution_elapsed_ms_total": 33.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e10a79b78de30e2d309e24697076acf30e0d553 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/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=g, measure_col=40.092. +Result preview: [{"g": "h", "percentile_measure": 85.7317}, {"g": "g", "percentile_measure": 69.2291}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..25eabe902af576d220dc8c28b11a3eee2d3a5094 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_eb879d15c51eac05 +-- problem_id: v2p_n11_79013d260a27789d +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("40.092" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("40.092" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "40.092" IS NOT NULL + AND TRIM("40.092") <> '' +) +SELECT + "g", + "measure" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST((95 * "cnt" + 99) / 100 AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f1b7383b0ba8d732dbc00ea2a887b8fa3602395 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/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 \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"40.092\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"40.092\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"40.092\" IS NOT NULL\n AND TRIM(\"40.092\") <> ''\n)\nSELECT\n \"g\",\n \"measure\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((95 * \"cnt\" + 99) / 100 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"40.092\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"40.092\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"40.092\\\" IS NOT NULL\\n AND TRIM(\\\"40.092\\\") <> ''\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((95 * \\\"cnt\\\" + 99) / 100 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 85.7317}, {\"g\": \"g\", \"percentile_measure\": 69.2291}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 48.9}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..441051a6e0e7c8e7b5406b029da35c26011de9a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:52:15.410691+00:00", + "ended_at": "2026-05-19T15:52:49.726094+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_eb879d15c51eac05", + "problem_id": "v2p_n11_79013d260a27789d", + "dataset_id": "n11", + "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=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "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": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_eb879d15c51eac05.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_eb879d15c51eac05", + "api_calls": 0, + "input_tokens": 14501, + "cached_input_tokens": 13696, + "output_tokens": 2233, + "total_tokens": 16734, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34261.26, + "sql_execution_elapsed_ms_total": 48.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a46fae81903851bc00e0d22276cfd63dfd562e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:52:49.675590+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": 34261.26, "started_at": "2026-05-19T15:52:15.413463+00:00", "ended_at": "2026-05-19T15:52:49.674756+00:00", "prompt_metrics": {"chars": 7244, "bytes_utf8": 7244, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 783, "bytes_utf8": 783, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14501, "cached_input_tokens": 13696, "output_tokens": 2233, "reasoning_output_tokens": 1981}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"40.092\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"40.092\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"40.092\\\" IS NOT NULL\\n AND TRIM(\\\"40.092\\\") <> ''\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((95 * \\\"cnt\\\" + 99) / 100 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"g\\\" group with ROW_NUMBER() and COUNT(), casting \\\"40.092\\\" from TEXT to REAL.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..416d89e8b180966d31b030ab132aaed9fd11c27f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_eb879d15c51eac05", + "api_calls": 0, + "input_tokens": 14501, + "cached_input_tokens": 13696, + "output_tokens": 2233, + "total_tokens": 16734, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34261.26, + "sql_execution_elapsed_ms_total": 48.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b885ab837680451e5b5ec7786c4f70bd1afc9970 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/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=g, measure_col=28.7967. +Result preview: [{"g": "g", "16.0021": "0", "total_measure": 1887.1221, "share_within_group": 0.350558347261081}, {"g": "h", "16.0021": "0", "total_measure": 473.4779, "share_within_group": 0.09979087061927783}, {"g": "h", "16.0021": "92.616", "total_measure": 473.43, "share_within_group": 0.09978077514765674}, {"g": "h", "16.0021": "22.5405", "total_measure": 454.368, "share_within_group": 0.09576324111756859}, {"g": "h", "16.0021": "73.9967", "total_measure": 405.658, "share_within_group": 0.08549705275299017}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe1b90c6fdaa80c884f720504694d52d62483723 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_ed17fc9a8b0668e9 +-- problem_id: v2p_n11_630ace2903891f58 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", "16.0021", + SUM(CAST("28.7967" AS REAL)) AS total_measure, + SUM(CAST("28.7967" AS REAL)) * 100.0 / SUM(SUM(CAST("28.7967" AS REAL))) OVER (PARTITION BY "g") AS share_within_group +FROM "n11" +GROUP BY "g", "16.0021" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..728157c2a046ac17f231827347e10a821fb04e5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/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 \"g\", \"16.0021\",\n SUM(CAST(\"28.7967\" AS REAL)) AS total_measure,\n SUM(CAST(\"28.7967\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"28.7967\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"16.0021\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"16.0021\\\",\\n SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"28.7967\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"28.7967\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"16.0021\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"g\", \"16.0021\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"g\", \"16.0021\": \"0\", \"total_measure\": 1887.1221, \"share_within_group\": 0.350558347261081}, {\"g\": \"h\", \"16.0021\": \"0\", \"total_measure\": 473.4779, \"share_within_group\": 0.09979087061927783}, {\"g\": \"h\", \"16.0021\": \"92.616\", \"total_measure\": 473.43, \"share_within_group\": 0.09978077514765674}, {\"g\": \"h\", \"16.0021\": \"22.5405\", \"total_measure\": 454.368, \"share_within_group\": 0.09576324111756859}, {\"g\": \"h\", \"16.0021\": \"73.9967\", \"total_measure\": 405.658, \"share_within_group\": 0.08549705275299017}, {\"g\": \"h\", \"16.0021\": \"82.5347\", \"total_measure\": 402.18, \"share_within_group\": 0.08476402456304963}, {\"g\": \"h\", \"16.0021\": \"75.9943\", \"total_measure\": 385.704, \"share_within_group\": 0.08129151954365332}, {\"g\": \"h\", \"16.0021\": \"83.5381\", \"total_measure\": 379.592, \"share_within_group\": 0.08000334579525867}, {\"g\": \"h\", \"16.0021\": \"72.4744\", \"total_measure\": 347.764, \"share_within_group\": 0.07329523158323237}, {\"g\": \"h\", \"16.0021\": \"49.3465\", \"total_measure\": 334.177, \"share_within_group\": 0.07043161628227719}, {\"g\": \"h\", \"16.0021\": \"58.5786\", \"total_measure\": 315.344, \"share_within_group\": 0.06646234661547148}, {\"g\": \"h\", \"16.0021\": \"47.5318\", \"total_measure\": 310.61, \"share_within_group\": 0.06546460209241843}, {\"g\": \"h\", \"16.0021\": \"41.7867\", \"total_measure\": 305.6, \"share_within_group\": 0.06440868741973238}, {\"g\": \"h\", \"16.0021\": \"54.9948\", \"total_measure\": 305.422, \"share_within_group\": 0.06437117188844733}, {\"g\": \"h\", \"16.0021\": \"70.8569\", \"total_measure\": 305.324, \"share_within_group\": 0.06435051727009937}, {\"g\": \"h\", \"16.0021\": \"108.4434\", \"total_measure\": 305.0961, \"share_within_group\": 0.0643024847443698}, {\"g\": \"h\", \"16.0021\": \"52.4004\", \"total_measure\": 304.97, \"share_within_group\": 0.0642759077303527}, {\"g\": \"h\", \"16.0021\": \"38.31\", \"total_measure\": 303.5676, \"share_within_group\": 0.06398033592656528}, {\"g\": \"h\", \"16.0021\": \"40.3691\", \"total_measure\": 303.2787, \"share_within_group\": 0.06391944695472117}, {\"g\": \"h\", \"16.0021\": \"106.2584\", \"total_measure\": 299.9304, \"share_within_group\": 0.06321375451987991}, {\"g\": \"h\", \"16.0021\": \"28.4885\", \"total_measure\": 299.88980000000004, \"share_within_group\": 0.06320519760656433}, {\"g\": \"h\", \"16.0021\": \"87.2517\", \"total_measure\": 298.89, \"share_within_group\": 0.06299447834713288}, {\"g\": \"h\", \"16.0021\": \"111.0237\", \"total_measure\": 297.1239, \"share_within_group\": 0.06262225261790517}, {\"g\": \"h\", \"16.0021\": \"136.9041\", \"total_measure\": 295.672, \"share_within_group\": 0.06231624812423794}, {\"g\": \"h\", \"16.0021\": \"59.6299\", \"total_measure\": 294.3411, \"share_within_group\": 0.062035745761388046}, {\"g\": \"h\", \"16.0021\": \"53.1446\", \"total_measure\": 292.622, \"share_within_group\": 0.06167342581851089}, {\"g\": \"h\", \"16.0021\": \"63.2814\", \"total_measure\": 290.9274, \"share_within_group\": 0.06131626953022071}, {\"g\": \"h\", \"16.0021\": \"160.324\", \"total_measure\": 289.856, \"share_within_group\": 0.06109045975371056}, {\"g\": \"h\", \"16.0021\": \"67.3286\", \"total_measure\": 288.36, \"share_within_group\": 0.06077516068178674}, {\"g\": \"h\", \"16.0021\": \"35.2639\", \"total_measure\": 287.7708, \"share_within_group\": 0.06065098005800498}, {\"g\": \"h\", \"16.0021\": \"54.3127\", \"total_measure\": 286.94, \"share_within_group\": 0.06047587947715317}, {\"g\": \"h\", \"16.0021\": \"65.4158\", \"total_measure\": 286.823, \"share_within_group\": 0.060451220391982655}, {\"g\": \"h\", \"16.0021\": \"161.099\", \"total_measure\": 286.427, \"share_within_group\": 0.060367758872943995}, {\"g\": \"h\", \"16.0021\": \"157.2832\", \"total_measure\": 286.3977, \"share_within_group\": 0.060361583563580776}, {\"g\": \"h\", \"16.0021\": \"179.2924\", \"total_measure\": 285.8368, \"share_within_group\": 0.06024336748775051}, {\"g\": \"h\", \"16.0021\": \"92.8384\", \"total_measure\": 285.48, \"share_within_group\": 0.06016816781605104}, {\"g\": \"h\", \"16.0021\": \"43.1145\", \"total_measure\": 283.278, \"share_within_group\": 0.0597040711874573}, {\"g\": \"h\", \"16.0021\": \"89.1839\", \"total_measure\": 278.286, \"share_within_group\": 0.058651950220182075}, {\"g\": \"h\", \"16.0021\": \"35.8288\", \"total_measure\": 276.2766, \"share_within_group\": 0.058228446239484394}, {\"g\": \"h\", \"16.0021\": \"53.6321\", \"total_measure\": 276.247, \"share_within_group\": 0.05822220770169768}, {\"g\": \"h\", \"16.0021\": \"220.5144\", \"total_measure\": 273.4335, \"share_within_group\": 0.05762923046984094}, {\"g\": \"h\", \"16.0021\": \"117.4579\", \"total_measure\": 271.4508, \"share_within_group\": 0.057211353818836026}, {\"g\": \"h\", \"16.0021\": \"190.139\", \"total_measure\": 271.437, \"share_within_group\": 0.057208445311354376}, {\"g\": \"h\", \"16.0021\": \"70.7475\", \"total_measure\": 270.5497, \"share_within_group\": 0.057021436710740725}, {\"g\": \"h\", \"16.0021\": \"116.564\", \"total_measure\": 269.738, \"share_within_group\": 0.05685036167285265}, {\"g\": \"h\", \"16.0021\": \"78.8836\", \"total_measure\": 269.332, \"share_within_group\": 0.05676479253969686}, {\"g\": \"h\", \"16.0021\": \"28.0537\", \"total_measure\": 268.8506, \"share_within_group\": 0.05666333199609784}, {\"g\": \"h\", \"16.0021\": \"134.0939\", \"total_measure\": 268.5557, \"share_within_group\": 0.05660117845578345}, {\"g\": \"h\", \"16.0021\": \"145.251\", \"total_measure\": 267.768, \"share_within_group\": 0.056435161691776495}, {\"g\": \"h\", \"16.0021\": \"177.782\", \"total_measure\": 266.66, \"share_within_group\": 0.05620163804759763}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 66.0}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2273567176ae89f98f049fe031890f931ff73b32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:36:08.595092+00:00", + "ended_at": "2026-05-19T15:36:21.028436+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ed17fc9a8b0668e9", + "problem_id": "v2p_n11_630ace2903891f58", + "dataset_id": "n11", + "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=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "item_col": "16.0021", + "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": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_ed17fc9a8b0668e9.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ed17fc9a8b0668e9", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 13696, + "output_tokens": 627, + "total_tokens": 15212, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12362.36, + "sql_execution_elapsed_ms_total": 66.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af9c63b67edaf4413dbd786381ad7456187b4c25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:20.960365+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": 12362.36, "started_at": "2026-05-19T15:36:08.597229+00:00", "ended_at": "2026-05-19T15:36:20.959617+00:00", "prompt_metrics": {"chars": 7475, "bytes_utf8": 7475, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14585, "cached_input_tokens": 13696, "output_tokens": 627, "reasoning_output_tokens": 458}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"16.0021\\\",\\n SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"28.7967\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"28.7967\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"16.0021\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with bound roles group_col=\\\"g\\\", item_col=\\\"16.0021\\\", and measure_col=\\\"28.7967\\\". Cast the measure from TEXT to REAL for SQLite aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1bda43dfdb67235a9f2cc8f9bf25d8b7705797aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ed17fc9a8b0668e9", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 13696, + "output_tokens": 627, + "total_tokens": 15212, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12362.36, + "sql_execution_elapsed_ms_total": 66.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..59993a0b001daddd9a63721e68f1b403a0c12a91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/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=g, measure_col=16.0021. +Result preview: [{"g": "h", "2.6449": "3.0382", "total_measure": 290.9726, "share_within_group": 0.15107860400147832}, {"g": "h", "2.6449": "3.7684", "total_measure": 256.382, "share_within_group": 0.13311849518170105}, {"g": "h", "2.6449": "4.905", "total_measure": 228.0385, "share_within_group": 0.11840200155819179}, {"g": "h", "2.6449": "3.3614", "total_measure": 227.6309, "share_within_group": 0.11819036775146566}, {"g": "h", "2.6449": "3.4859", "total_measure": 221.1135, "share_within_group": 0.11480640756511397}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6d151e88b7e852021dd46cc95f129ae15ad2667 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_efad4a899f3ff0bb +-- problem_id: v2p_n11_a09f370efbcbf358 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", "2.6449", + SUM(CAST("16.0021" AS REAL)) AS total_measure, + SUM(CAST("16.0021" AS REAL)) * 100.0 / SUM(SUM(CAST("16.0021" AS REAL))) OVER (PARTITION BY "g") AS share_within_group +FROM "n11" +GROUP BY "g", "2.6449" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db0a9b9316ca525823dfc14736f296b373527c99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/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 \"g\", \"2.6449\",\n SUM(CAST(\"16.0021\" AS REAL)) AS total_measure,\n SUM(CAST(\"16.0021\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"16.0021\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"2.6449\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"2.6449\\\",\\n SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"16.0021\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"16.0021\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"2.6449\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"g\", \"2.6449\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"h\", \"2.6449\": \"3.0382\", \"total_measure\": 290.9726, \"share_within_group\": 0.15107860400147832}, {\"g\": \"h\", \"2.6449\": \"3.7684\", \"total_measure\": 256.382, \"share_within_group\": 0.13311849518170105}, {\"g\": \"h\", \"2.6449\": \"4.905\", \"total_measure\": 228.0385, \"share_within_group\": 0.11840200155819179}, {\"g\": \"h\", \"2.6449\": \"3.3614\", \"total_measure\": 227.6309, \"share_within_group\": 0.11819036775146566}, {\"g\": \"h\", \"2.6449\": \"3.4859\", \"total_measure\": 221.1135, \"share_within_group\": 0.11480640756511397}, {\"g\": \"h\", \"2.6449\": \"3.5\", \"total_measure\": 220.5144, \"share_within_group\": 0.11449534325301967}, {\"g\": \"h\", \"2.6449\": \"3.3265\", \"total_measure\": 213.9675, \"share_within_group\": 0.11109606609586717}, {\"g\": \"h\", \"2.6449\": \"3.7465\", \"total_measure\": 211.8192, \"share_within_group\": 0.1099806271680218}, {\"g\": \"h\", \"2.6449\": \"3.8487\", \"total_measure\": 207.5777, \"share_within_group\": 0.10777835829847096}, {\"g\": \"h\", \"2.6449\": \"3.4102\", \"total_measure\": 205.05239999999998, \"share_within_group\": 0.10646717367598439}, {\"g\": \"h\", \"2.6449\": \"3.7929\", \"total_measure\": 203.1891, \"share_within_group\": 0.1054997122626556}, {\"g\": \"h\", \"2.6449\": \"4.382\", \"total_measure\": 201.364, \"share_within_group\": 0.10455208502846552}, {\"g\": \"h\", \"2.6449\": \"3.4987\", \"total_measure\": 200.2345, \"share_within_group\": 0.10396562677356568}, {\"g\": \"h\", \"2.6449\": \"3.5814\", \"total_measure\": 199.7028, \"share_within_group\": 0.10368955784560617}, {\"g\": \"h\", \"2.6449\": \"3.5614\", \"total_measure\": 197.7905, \"share_within_group\": 0.10269665468416751}, {\"g\": \"g\", \"2.6449\": \"2.4526\", \"total_measure\": 233.6402, \"share_within_group\": 0.10190651610171213}, {\"g\": \"h\", \"2.6449\": \"4.165\", \"total_measure\": 196.07150000000001, \"share_within_group\": 0.10180411662292554}, {\"g\": \"h\", \"2.6449\": \"3.4782\", \"total_measure\": 195.8043, \"share_within_group\": 0.1016653812128244}, {\"g\": \"h\", \"2.6449\": \"3.5786\", \"total_measure\": 191.95080000000002, \"share_within_group\": 0.09966456945075575}, {\"g\": \"h\", \"2.6449\": \"5.3233\", \"total_measure\": 190.5432, \"share_within_group\": 0.09893371629484868}, {\"g\": \"h\", \"2.6449\": \"3.7006\", \"total_measure\": 190.1556, \"share_within_group\": 0.09873246687510615}, {\"g\": \"h\", \"2.6449\": \"3.6078\", \"total_measure\": 190.139, \"share_within_group\": 0.09872384783390976}, {\"g\": \"h\", \"2.6449\": \"3.5198\", \"total_measure\": 188.8866, \"share_within_group\": 0.09807357752099559}, {\"g\": \"h\", \"2.6449\": \"5.1795\", \"total_measure\": 186.928, \"share_within_group\": 0.09705663450368984}, {\"g\": \"h\", \"2.6449\": \"3.5196\", \"total_measure\": 186.1778, \"share_within_group\": 0.09666711614793431}, {\"g\": \"h\", \"2.6449\": \"3.5426\", \"total_measure\": 186.0121, \"share_within_group\": 0.09658108150177504}, {\"g\": \"h\", \"2.6449\": \"4.0558\", \"total_measure\": 185.6768, \"share_within_group\": 0.09640698725399469}, {\"g\": \"h\", \"2.6449\": \"3.52\", \"total_measure\": 185.232, \"share_within_group\": 0.09617603848747902}, {\"g\": \"h\", \"2.6449\": \"3.9528\", \"total_measure\": 183.7861, \"share_within_group\": 0.09542529923049833}, {\"g\": \"h\", \"2.6449\": \"3.5194\", \"total_measure\": 181.2964, \"share_within_group\": 0.0941325988168426}, {\"g\": \"g\", \"2.6449\": \"2.1508\", \"total_measure\": 215.7281, \"share_within_group\": 0.09409382073907557}, {\"g\": \"g\", \"2.6449\": \"2.3936\", \"total_measure\": 214.52429999999998, \"share_within_group\": 0.0935687609930077}, {\"g\": \"h\", \"2.6449\": \"3.4879\", \"total_measure\": 179.2924, \"share_within_group\": 0.09309208324108405}, {\"g\": \"g\", \"2.6449\": \"2.29\", \"total_measure\": 213.1837, \"share_within_group\": 0.0929840333841204}, {\"g\": \"h\", \"2.6449\": \"3.6977\", \"total_measure\": 178.3678, \"share_within_group\": 0.09261201303083139}, {\"g\": \"h\", \"2.6449\": \"3.5848\", \"total_measure\": 177.782, \"share_within_group\": 0.09230785433608121}, {\"g\": \"h\", \"2.6449\": \"3.5358\", \"total_measure\": 175.3288, \"share_within_group\": 0.09103410542867059}, {\"g\": \"h\", \"2.6449\": \"4.6444\", \"total_measure\": 174.5034, \"share_within_group\": 0.09060554177785667}, {\"g\": \"h\", \"2.6449\": \"3.0145\", \"total_measure\": 174.1104, \"share_within_group\": 0.09040148857362856}, {\"g\": \"h\", \"2.6449\": \"3.5345\", \"total_measure\": 172.926, \"share_within_group\": 0.08978652517645869}, {\"g\": \"h\", \"2.6449\": \"3.2032\", \"total_measure\": 172.5359, \"share_within_group\": 0.08958397770834321}, {\"g\": \"g\", \"2.6449\": \"2.6069\", \"total_measure\": 205.2453, \"share_within_group\": 0.08952155266623953}, {\"g\": \"g\", \"2.6449\": \"2.3664\", \"total_measure\": 205.1604, \"share_within_group\": 0.08948452195313007}, {\"g\": \"h\", \"2.6449\": \"4.0709\", \"total_measure\": 171.9848, \"share_within_group\": 0.08929783592500962}, {\"g\": \"h\", \"2.6449\": \"3.4333\", \"total_measure\": 170.862, \"share_within_group\": 0.08871485643974929}, {\"g\": \"g\", \"2.6449\": \"2.3531\", \"total_measure\": 202.9014, \"share_within_group\": 0.08849921711315062}, {\"g\": \"h\", \"2.6449\": \"4.4923\", \"total_measure\": 170.2863, \"share_within_group\": 0.08841594186042584}, {\"g\": \"h\", \"2.6449\": \"3.5132\", \"total_measure\": 169.6876, \"share_within_group\": 0.08810508523607123}, {\"g\": \"h\", \"2.6449\": \"4.157\", \"total_measure\": 169.0818, \"share_within_group\": 0.08779054215433742}, {\"g\": \"g\", \"2.6449\": \"2.3483\", \"total_measure\": 200.5709, \"share_within_group\": 0.08748272621913905}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 69.02}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cdc60fe7e49d8b00d480526fe040f619d667b66a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:36:21.028981+00:00", + "ended_at": "2026-05-19T15:36:30.093118+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_efad4a899f3ff0bb", + "problem_id": "v2p_n11_a09f370efbcbf358", + "dataset_id": "n11", + "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=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "item_col": "2.6449", + "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": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_efad4a899f3ff0bb.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_efad4a899f3ff0bb", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 12032, + "output_tokens": 377, + "total_tokens": 14962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8988.97, + "sql_execution_elapsed_ms_total": 69.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e9c6be3fcb04b302836394d4408103d1aedc27c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:30.021610+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": 8988.97, "started_at": "2026-05-19T15:36:21.030784+00:00", "ended_at": "2026-05-19T15:36:30.019787+00:00", "prompt_metrics": {"chars": 7471, "bytes_utf8": 7471, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 526, "bytes_utf8": 526, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14585, "cached_input_tokens": 12032, "output_tokens": 377, "reasoning_output_tokens": 208}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"2.6449\\\",\\n SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"16.0021\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"16.0021\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"2.6449\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"g\\\", item_col=\\\"2.6449\\\", and measure_col=\\\"16.0021\\\". Cast the measure from TEXT to REAL for numeric aggregation in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..45e2c5588fa060d30c3f53c945db717e86fc8796 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_efad4a899f3ff0bb", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 12032, + "output_tokens": 377, + "total_tokens": 14962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8988.97, + "sql_execution_elapsed_ms_total": 69.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab4685b855642879189192f55c47c5345b2ebd86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/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=g, measure_col=-8.2027. +Result preview: [{"g": "h", "40.092": "60.3405", "total_measure": 179.851, "share_within_group": 7.5064751074398695}, {"g": "h", "40.092": "8.9743", "total_measure": 170.692, "share_within_group": 7.124204197024906}, {"g": "h", "40.092": "72.8814", "total_measure": 163.2697, "share_within_group": 6.814418262056788}, {"g": "h", "40.092": "85.9426", "total_measure": 154.865, "share_within_group": 6.463629713005074}, {"g": "h", "40.092": "68.0493", "total_measure": 152.0454, "share_within_group": 6.345947536020028}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2abc792b0c245378c3979db682f283a8ae4be78d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_f1693826558bbd23 +-- problem_id: v2p_n11_1a74fcc4ae24ef6e +-- realization_mode: agent +-- source_kind: agent +SELECT "g", "40.092", + SUM(CAST("-8.2027" AS REAL)) AS total_measure, + SUM(CAST("-8.2027" AS REAL)) * 100.0 / SUM(SUM(CAST("-8.2027" AS REAL))) OVER (PARTITION BY "g") AS share_within_group +FROM "n11" +GROUP BY "g", "40.092" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8df7bf1f1705eae5c9cbe6cebf5dd3c7c2eff24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/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 \"g\", \"40.092\",\n SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure,\n SUM(CAST(\"-8.2027\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"-8.2027\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"40.092\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"40.092\\\",\\n SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"-8.2027\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"-8.2027\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"40.092\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"g\", \"40.092\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"h\", \"40.092\": \"60.3405\", \"total_measure\": 179.851, \"share_within_group\": 7.5064751074398695}, {\"g\": \"h\", \"40.092\": \"8.9743\", \"total_measure\": 170.692, \"share_within_group\": 7.124204197024906}, {\"g\": \"h\", \"40.092\": \"72.8814\", \"total_measure\": 163.2697, \"share_within_group\": 6.814418262056788}, {\"g\": \"h\", \"40.092\": \"85.9426\", \"total_measure\": 154.865, \"share_within_group\": 6.463629713005074}, {\"g\": \"h\", \"40.092\": \"68.0493\", \"total_measure\": 152.0454, \"share_within_group\": 6.345947536020028}, {\"g\": \"h\", \"40.092\": \"60.596\", \"total_measure\": 145.7734, \"share_within_group\": 6.0841718891019525}, {\"g\": \"h\", \"40.092\": \"85.8723\", \"total_measure\": 143.8753, \"share_within_group\": 6.00495053141458}, {\"g\": \"h\", \"40.092\": \"44.0915\", \"total_measure\": 139.4576, \"share_within_group\": 5.820568153323065}, {\"g\": \"h\", \"40.092\": \"86.7983\", \"total_measure\": 139.2361, \"share_within_group\": 5.811323366047497}, {\"g\": \"h\", \"40.092\": \"16.4804\", \"total_measure\": 132.589, \"share_within_group\": 5.533892099684433}, {\"g\": \"h\", \"40.092\": \"67.1736\", \"total_measure\": 132.388, \"share_within_group\": 5.525502924775228}, {\"g\": \"h\", \"40.092\": \"51.7033\", \"total_measure\": 131.9334, \"share_within_group\": 5.5065291988363}, {\"g\": \"h\", \"40.092\": \"11.8951\", \"total_measure\": 131.5547, \"share_within_group\": 5.49072332551234}, {\"g\": \"h\", \"40.092\": \"55.482\", \"total_measure\": 130.8545, \"share_within_group\": 5.461498946052513}, {\"g\": \"h\", \"40.092\": \"84.6519\", \"total_measure\": 130.494, \"share_within_group\": 5.446452689561128}, {\"g\": \"h\", \"40.092\": \"21.555\", \"total_measure\": 127.685, \"share_within_group\": 5.329212926775274}, {\"g\": \"h\", \"40.092\": \"82.3074\", \"total_measure\": 127.381, \"share_within_group\": 5.316524821439959}, {\"g\": \"h\", \"40.092\": \"64.2588\", \"total_measure\": 125.8172, \"share_within_group\": 5.251256205902573}, {\"g\": \"h\", \"40.092\": \"71.309\", \"total_measure\": 125.381, \"share_within_group\": 5.233050444233941}, {\"g\": \"h\", \"40.092\": \"29.7554\", \"total_measure\": 125.301, \"share_within_group\": 5.229711469145699}, {\"g\": \"h\", \"40.092\": \"54.683\", \"total_measure\": 125.1524, \"share_within_group\": 5.223509322919292}, {\"g\": \"h\", \"40.092\": \"23.2154\", \"total_measure\": 124.621, \"share_within_group\": 5.201330180895653}, {\"g\": \"h\", \"40.092\": \"66.5963\", \"total_measure\": 124.0856, \"share_within_group\": 5.178984090117601}, {\"g\": \"h\", \"40.092\": \"54.3542\", \"total_measure\": 122.4618, \"share_within_group\": 5.111211243264035}, {\"g\": \"h\", \"40.092\": \"75.4253\", \"total_measure\": 122.2904, \"share_within_group\": 5.104057489137479}, {\"g\": \"h\", \"40.092\": \"15.8519\", \"total_measure\": 121.8642, \"share_within_group\": 5.086269099354876}, {\"g\": \"h\", \"40.092\": \"3.7745\", \"total_measure\": 121.181, \"share_within_group\": 5.0577542521013}, {\"g\": \"h\", \"40.092\": \"23.143\", \"total_measure\": 120.567, \"share_within_group\": 5.032127618299052}, {\"g\": \"h\", \"40.092\": \"44.655\", \"total_measure\": 120.53, \"share_within_group\": 5.030583342320741}, {\"g\": \"h\", \"40.092\": \"12.0447\", \"total_measure\": 120.3763, \"share_within_group\": 5.024168336432458}, {\"g\": \"h\", \"40.092\": \"84.4018\", \"total_measure\": 119.928, \"share_within_group\": 5.005457554781729}, {\"g\": \"h\", \"40.092\": \"32.8558\", \"total_measure\": 117.371, \"share_within_group\": 4.898735563523834}, {\"g\": \"h\", \"40.092\": \"15.79\", \"total_measure\": 117.31, \"share_within_group\": 4.89618959501905}, {\"g\": \"h\", \"40.092\": \"61.1733\", \"total_measure\": 116.7052, \"share_within_group\": 4.87094694335195}, {\"g\": \"h\", \"40.092\": \"4.1599\", \"total_measure\": 116.5691, \"share_within_group\": 4.86526651198308}, {\"g\": \"h\", \"40.092\": \"68.4299\", \"total_measure\": 114.7321, \"share_within_group\": 4.788595296519352}, {\"g\": \"h\", \"40.092\": \"58.4545\", \"total_measure\": 113.4518, \"share_within_group\": 4.735159173950919}, {\"g\": \"h\", \"40.092\": \"58.974\", \"total_measure\": 111.997, \"share_within_group\": 4.674439911971261}, {\"g\": \"h\", \"40.092\": \"62.4657\", \"total_measure\": 111.926, \"share_within_group\": 4.671476571580447}, {\"g\": \"h\", \"40.092\": \"63.6941\", \"total_measure\": 111.7821, \"share_within_group\": 4.665470590140473}, {\"g\": \"h\", \"40.092\": \"75.4664\", \"total_measure\": 110.421, \"share_within_group\": 4.608662102732917}, {\"g\": \"h\", \"40.092\": \"62.2396\", \"total_measure\": 110.0008, \"share_within_group\": 4.591124136081933}, {\"g\": \"h\", \"40.092\": \"31.715\", \"total_measure\": 108.551, \"share_within_group\": 4.53061356004529}, {\"g\": \"h\", \"40.092\": \"50.8115\", \"total_measure\": 106.5388, \"share_within_group\": 4.446629989138313}, {\"g\": \"h\", \"40.092\": \"72.9736\", \"total_measure\": 106.1555, \"share_within_group\": 4.43063212474678}, {\"g\": \"h\", \"40.092\": \"50.859\", \"total_measure\": 106.034, \"share_within_group\": 4.425561056331515}, {\"g\": \"h\", \"40.092\": \"80.6847\", \"total_measure\": 105.774, \"share_within_group\": 4.414709387294732}, {\"g\": \"h\", \"40.092\": \"72.373\", \"total_measure\": 105.178, \"share_within_group\": 4.389834022887338}, {\"g\": \"h\", \"40.092\": \"44.1299\", \"total_measure\": 104.9312, \"share_within_group\": 4.379533284740115}, {\"g\": \"h\", \"40.092\": \"60.221\", \"total_measure\": 104.781, \"share_within_group\": 4.3732643590119435}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 72.17}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b0cc86e6cfca5531942d8b92d3edbec4d55d6d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:34:31.725280+00:00", + "ended_at": "2026-05-19T15:34:45.746719+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f1693826558bbd23", + "problem_id": "v2p_n11_1a74fcc4ae24ef6e", + "dataset_id": "n11", + "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=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "item_col": "40.092", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_f1693826558bbd23.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f1693826558bbd23", + "api_calls": 0, + "input_tokens": 14584, + "cached_input_tokens": 12032, + "output_tokens": 690, + "total_tokens": 15274, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13944.94, + "sql_execution_elapsed_ms_total": 72.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29cfde3889680b46498e2e57a5df8652657c6143 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:45.672574+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": 13944.94, "started_at": "2026-05-19T15:34:31.726730+00:00", "ended_at": "2026-05-19T15:34:45.671700+00:00", "prompt_metrics": {"chars": 7471, "bytes_utf8": 7471, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 550, "bytes_utf8": 550, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14584, "cached_input_tokens": 12032, "output_tokens": 690, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"40.092\\\",\\n SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"-8.2027\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"-8.2027\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"40.092\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested template with group_col=\\\"g\\\", item_col=\\\"40.092\\\", and measure_col=\\\"-8.2027\\\". CAST to REAL is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3b969352531006c1b71e1537e73f5ee356d750d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f1693826558bbd23", + "api_calls": 0, + "input_tokens": 14584, + "cached_input_tokens": 12032, + "output_tokens": 690, + "total_tokens": 15274, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13944.94, + "sql_execution_elapsed_ms_total": 72.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa8bc085c720cdfbbf0d9fcd1d0798c0f308e0ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/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=g, measure_col=28.7967. +Result preview: [{"g": "g", "group_value": 538318.9745}, {"g": "h", "group_value": 474470.1565}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb9420b14819af9e1c617367a8fa7a9ebbb06ac3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_f20f8a12ae6371ed +-- problem_id: v2p_n11_60307b2ee67036d6 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("28.7967" AS REAL)) AS group_value + FROM "n11" + GROUP BY "g" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."g", 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_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..150288aed4787f8134693a9cf6bb133750c15f25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/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 \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", 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 \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"g\", \"group_value\": 538318.9745}, {\"g\": \"h\", \"group_value\": 474470.1565}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.97}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9fa00cc5ed33616ddb12111ba1f848227281f441 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:48:16.914108+00:00", + "ended_at": "2026-05-19T15:48:26.230211+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f20f8a12ae6371ed", + "problem_id": "v2p_n11_60307b2ee67036d6", + "dataset_id": "n11", + "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=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "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": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=80" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_f20f8a12ae6371ed.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f20f8a12ae6371ed", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 12032, + "output_tokens": 407, + "total_tokens": 15010, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9301.31, + "sql_execution_elapsed_ms_total": 9.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ebcb1e155625039cd1ce590095460a769dc566c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:26.218846+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": 9301.31, "started_at": "2026-05-19T15:48:16.916587+00:00", "ended_at": "2026-05-19T15:48:26.217932+00:00", "prompt_metrics": {"chars": 7626, "bytes_utf8": 7626, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 568, "bytes_utf8": 568, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14603, "cached_input_tokens": 12032, "output_tokens": 407, "reasoning_output_tokens": 246}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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 template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1bad98f2924953ca82b87367376aab37807faa07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f20f8a12ae6371ed", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 12032, + "output_tokens": 407, + "total_tokens": 15010, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9301.31, + "sql_execution_elapsed_ms_total": 9.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cbe8cd3f1e491d48a7c3bb806f0755b0bcac2cc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/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": "2026-05-19T15:57:37.567437+00:00", + "ended_at": "2026-05-19T15:57:40.739161+00:00", + "elapsed_ms": 3171.7, + "returncode": 1, + "prompt_metrics": { + "chars": 7243, + "bytes_utf8": 7243, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ae39c9c75efcadeedd13f10f3617874521054895 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/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": "2026-05-19T15:57:41.741496+00:00", + "ended_at": "2026-05-19T15:57:45.324255+00:00", + "elapsed_ms": 3582.7, + "returncode": 1, + "prompt_metrics": { + "chars": 7243, + "bytes_utf8": 7243, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56699ab8ce3dce8f7e815c87c4261ceb8d336f27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..56699ab8ce3dce8f7e815c87c4261ceb8d336f27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b18699a53d8fc6a2071977dbeb9d7c8d4f7f373f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-fcbe-7b73-b463-f88776834f22"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13bc2cc9bb48b34830e51858ddb3cae9ba8bd690 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-fcbe-7b73-b463-f88776834f22"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41209906d9d4a49e41af3b79a4034da48a41f289 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-0d02-7252-9a96-eec6cad89e11"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffdb4084df4ecd0d4734bac58274b0e155049139 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-0d02-7252-9a96-eec6cad89e11"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d98d2eb4bd9423a7599a2dc4555cb7fd3633b143 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/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=g, measure_col=81.8828. +Result preview: [{"g": "h", "28.7967": "127.314", "total_measure": 795.148, "share_within_group": 0.05931700185735022}, {"g": "h", "28.7967": "86.7215", "total_measure": 786.93, "share_within_group": 0.058703949795012506}, {"g": "h", "28.7967": "144.18", "total_measure": 768.486, "share_within_group": 0.057328051493995634}, {"g": "h", "28.7967": "126.609", "total_measure": 739.856, "share_within_group": 0.05519229090203547}, {"g": "h", "28.7967": "142.74", "total_measure": 735.15, "share_within_group": 0.054841229450908524}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0e04eb98efb671b6839debb77b162a399c0dd47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_f3dee0eaf3c87f05 +-- problem_id: v2p_n11_5ebbc3bed0e8a808 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", "28.7967", + SUM(CAST("81.8828" AS REAL)) AS total_measure, + SUM(CAST("81.8828" AS REAL)) * 100.0 / SUM(SUM(CAST("81.8828" AS REAL))) OVER (PARTITION BY "g") AS share_within_group +FROM "n11" +GROUP BY "g", "28.7967" +ORDER BY share_within_group DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c12b3c8fe7665445e8bd140b05ca415a007b2e12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/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 \"g\", \"28.7967\",\n SUM(CAST(\"81.8828\" AS REAL)) AS total_measure,\n SUM(CAST(\"81.8828\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"81.8828\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"28.7967\"\nORDER BY share_within_group DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"28.7967\\\",\\n SUM(CAST(\\\"81.8828\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"81.8828\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"81.8828\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"28.7967\\\"\\nORDER BY share_within_group DESC\\nLIMIT 14;\", \"columns\": [\"g\", \"28.7967\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"h\", \"28.7967\": \"127.314\", \"total_measure\": 795.148, \"share_within_group\": 0.05931700185735022}, {\"g\": \"h\", \"28.7967\": \"86.7215\", \"total_measure\": 786.93, \"share_within_group\": 0.058703949795012506}, {\"g\": \"h\", \"28.7967\": \"144.18\", \"total_measure\": 768.486, \"share_within_group\": 0.057328051493995634}, {\"g\": \"h\", \"28.7967\": \"126.609\", \"total_measure\": 739.856, \"share_within_group\": 0.05519229090203547}, {\"g\": \"h\", \"28.7967\": \"142.74\", \"total_measure\": 735.15, \"share_within_group\": 0.054841229450908524}, {\"g\": \"h\", \"28.7967\": \"106.456\", \"total_measure\": 730.032, \"share_within_group\": 0.05445943333810195}, {\"g\": \"h\", \"28.7967\": \"202.829\", \"total_measure\": 697.956, \"share_within_group\": 0.05206660564869525}, {\"g\": \"h\", \"28.7967\": \"98.3474\", \"total_measure\": 687.682, \"share_within_group\": 0.05130017867273301}, {\"g\": \"h\", \"28.7967\": \"152.485\", \"total_measure\": 686.692, \"share_within_group\": 0.05122632596626984}, {\"g\": \"h\", \"28.7967\": \"97.8682\", \"total_measure\": 684.744, \"share_within_group\": 0.05108100771153222}, {\"g\": \"h\", \"28.7967\": \"201.09\", \"total_measure\": 681.032, \"share_within_group\": 0.05080409736164202}, {\"g\": \"h\", \"28.7967\": \"139.143\", \"total_measure\": 674.976, \"share_within_group\": 0.05035232767442894}, {\"g\": \"h\", \"28.7967\": \"117.546\", \"total_measure\": 647.316, \"share_within_group\": 0.048288927815064005}, {\"g\": \"h\", \"28.7967\": \"110\", \"total_measure\": 645.83, \"share_within_group\": 0.048178074156675854}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 69.44}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dbaa0e8e8ddbd3661c3ef82c2e5aa2531a4ed0bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:35:29.124308+00:00", + "ended_at": "2026-05-19T15:35:39.472835+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f3dee0eaf3c87f05", + "problem_id": "v2p_n11_5ebbc3bed0e8a808", + "dataset_id": "n11", + "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=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "item_col": "28.7967", + "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": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_f3dee0eaf3c87f05.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f3dee0eaf3c87f05", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 13696, + "output_tokens": 463, + "total_tokens": 15048, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10273.54, + "sql_execution_elapsed_ms_total": 69.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8a9001915c0242a3be972741c6e17633b2b8bfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:39.401378+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": 10273.54, "started_at": "2026-05-19T15:35:29.126073+00:00", "ended_at": "2026-05-19T15:35:39.399651+00:00", "prompt_metrics": {"chars": 7473, "bytes_utf8": 7473, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 569, "bytes_utf8": 569, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14585, "cached_input_tokens": 13696, "output_tokens": 463, "reasoning_output_tokens": 284}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"28.7967\\\",\\n SUM(CAST(\\\"81.8828\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"81.8828\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"81.8828\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"28.7967\\\"\\nORDER BY share_within_group DESC\\nLIMIT 14;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"28.7967\\\", and measure_col=\\\"81.8828\\\". Cast the measure column from TEXT to REAL for numeric aggregation in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f54a0bb1e97acb17ba1bb07308d3a1dcf5f5a849 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f3dee0eaf3c87f05", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 13696, + "output_tokens": 463, + "total_tokens": 15048, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10273.54, + "sql_execution_elapsed_ms_total": 69.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..34ea25bef34a8fb599da9beaf54a265e17368ec2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/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=g, measure_col=0.3918. +Result preview: [{"g": "g", "group_value": 4730.6667}, {"g": "h", "group_value": 2502.7624}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c330e7d23f3ebb53505b83982ddeccd489bd906e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_f63d81da9bb183c0 +-- problem_id: v2p_n11_e5a225c07cd7ba84 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("0.3918" AS REAL)) AS group_value + FROM "n11" + GROUP BY "g" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."g", 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_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da6e117f74b641c9ac8c9780a30f75d4251fd1ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/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 \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", 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 \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"g\", \"group_value\": 4730.6667}, {\"g\": \"h\", \"group_value\": 2502.7624}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.66}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c29bd6cc89d2c2d79667c26fbb72366f78e1cae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:45:01.990636+00:00", + "ended_at": "2026-05-19T15:45:13.414941+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f63d81da9bb183c0", + "problem_id": "v2p_n11_e5a225c07cd7ba84", + "dataset_id": "n11", + "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=g, measure_col=0.3918.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "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": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=73" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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_b/n11/sql/v2q_n11_f63d81da9bb183c0.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f63d81da9bb183c0", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 13696, + "output_tokens": 412, + "total_tokens": 15015, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11410.23, + "sql_execution_elapsed_ms_total": 9.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32ef62b537e27446c63d0a5e05396c59a58855e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:13.403584+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": 11410.23, "started_at": "2026-05-19T15:45:01.992504+00:00", "ended_at": "2026-05-19T15:45:13.402761+00:00", "prompt_metrics": {"chars": 7619, "bytes_utf8": 7619, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 601, "bytes_utf8": 601, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14603, "cached_input_tokens": 13696, "output_tokens": 412, "reasoning_output_tokens": 240}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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=\\\"g\\\" and measure_col=\\\"0.3918\\\". Cast \\\"0.3918\\\" from TEXT to REAL so SUM works numerically in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a5e7d3292fa719a0d4fb2b9a13fa2682ab2ec3f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f63d81da9bb183c0", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 13696, + "output_tokens": 412, + "total_tokens": 15015, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11410.23, + "sql_execution_elapsed_ms_total": 9.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee795afbc9276af1ffa887aba3abe8c9a9aece20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/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=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2fdeb06da015e07d0d5c7a5da4b892b6cd3b9c1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_f8cd923b0cfaa34e +-- problem_id: v2p_n11_b3a5c977fb5eabc7 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..374bea27cd95a3dc6d3dee1b74a72ebcf0a55cdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/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 \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.5}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..362de4432840fa2b78113830e76df193a43fcee5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:58:37.659170+00:00", + "ended_at": "2026-05-19T15:58:51.592961+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f8cd923b0cfaa34e", + "problem_id": "v2p_n11_b3a5c977fb5eabc7", + "dataset_id": "n11", + "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=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "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": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_b/n11/sql/v2q_n11_f8cd923b0cfaa34e.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f8cd923b0cfaa34e", + "api_calls": 0, + "input_tokens": 14520, + "cached_input_tokens": 13696, + "output_tokens": 283, + "total_tokens": 14803, + "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": 12916.18, + "sql_execution_elapsed_ms_total": 9.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..582b1192bc9b67052dd628d2ceb3d42608ca01ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:58:40.865047+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3202.39, "started_at": "2026-05-19T15:58:37.661491+00:00", "ended_at": "2026-05-19T15:58:40.863924+00:00", "prompt_metrics": {"chars": 7305, "bytes_utf8": 7305, "lines": 231, "estimated_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-e77c-7831-8657-590dd9427759\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:58:51.581681+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": 9713.79, "started_at": "2026-05-19T15:58:41.866449+00:00", "ended_at": "2026-05-19T15:58:51.580289+00:00", "prompt_metrics": {"chars": 7305, "bytes_utf8": 7305, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14520, "cached_input_tokens": 13696, "output_tokens": 283, "reasoning_output_tokens": 167}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\", condition_col=\\\"g\\\", and condition_value='g'. This measures the within-group proportion of rows labeled 'g' for each value of \\\"g\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b923cba87fd576c10af0f4cabbf67178d44d9dbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f8cd923b0cfaa34e", + "api_calls": 0, + "input_tokens": 14520, + "cached_input_tokens": 13696, + "output_tokens": 283, + "total_tokens": 14803, + "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": 12916.18, + "sql_execution_elapsed_ms_total": 9.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a7ce89a8967343d0c609adf537a1c130b1f4b2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/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=g, measure_col=0.1982. +Result preview: [{"g": "g", "group_value": 2651.7681}, {"g": "h", "group_value": 1430.8124}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec4518ec828104aba7a7210cfaa5a47566c5e8f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_fae32f5ad1275722 +-- problem_id: v2p_n11_c15d5a779c27d703 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g" AS "g", SUM(CAST("0.1982" AS REAL)) AS group_value + FROM "n11" + GROUP BY "g" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."g", 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_b/n11/artifacts/v2q_n11_fae32f5ad1275722/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7195368910e3e0c6152b6f8f78e75da60610ca36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/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 \"g\" AS \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", 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 \\\"g\\\" AS \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"g\", \"group_value\": 2651.7681}, {\"g\": \"h\", \"group_value\": 1430.8124}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.3}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ebd1995aea48d79c62c56243e27520ed1522750f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:45:50.004394+00:00", + "ended_at": "2026-05-19T15:46:03.322964+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_fae32f5ad1275722", + "problem_id": "v2p_n11_c15d5a779c27d703", + "dataset_id": "n11", + "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=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "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": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_fae32f5ad1275722.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_fae32f5ad1275722", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 13696, + "output_tokens": 593, + "total_tokens": 15196, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13302.52, + "sql_execution_elapsed_ms_total": 10.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c16b19aeb903c46f537f9c0bf5709e7084169ffc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:03.310981+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": 13302.52, "started_at": "2026-05-19T15:45:50.007146+00:00", "ended_at": "2026-05-19T15:46:03.309701+00:00", "prompt_metrics": {"chars": 7621, "bytes_utf8": 7621, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 611, "bytes_utf8": 611, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14603, "cached_input_tokens": 13696, "output_tokens": 593, "reasoning_output_tokens": 421}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\" AS \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", 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=\\\"g\\\", measure_col=\\\"0.1982\\\", and fraction_threshold=0.05. CAST to REAL is included because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4efe1b97bba21b2a5adf86d2c3219eece492fb04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_fae32f5ad1275722", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 13696, + "output_tokens": 593, + "total_tokens": 15196, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13302.52, + "sql_execution_elapsed_ms_total": 10.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fae32f5ad1275722/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1db2eb4d584e0028d9db11f4e5575628a2849d2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/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=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dae4d522fef9cb6f31a3ab028baec29c65e346fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- 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_n11_fccbd5817887a4ea +-- problem_id: v2p_n11_c6ac2529b28b11ce +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + 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_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c44c1719fb81bdbff3908784c49af01a1e509e50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/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 \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\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 \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.38}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e76d73665d11fd34182a6229a81ccf586f808b5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T15:38:01.294134+00:00", + "ended_at": "2026-05-19T15:38:15.102072+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_fccbd5817887a4ea", + "problem_id": "v2p_n11_c6ac2529b28b11ce", + "dataset_id": "n11", + "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=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=37" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_fccbd5817887a4ea.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_fccbd5817887a4ea", + "api_calls": 0, + "input_tokens": 14667, + "cached_input_tokens": 13696, + "output_tokens": 668, + "total_tokens": 15335, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13793.42, + "sql_execution_elapsed_ms_total": 8.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff57de860725cb7fec3d9f1d62a9d082086e4d06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:15.091599+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": 13793.42, "started_at": "2026-05-19T15:38:01.297018+00:00", "ended_at": "2026-05-19T15:38:15.090479+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 711, "bytes_utf8": 711, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14667, "cached_input_tokens": 13696, "output_tokens": 668, "reasoning_output_tokens": 470}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the required template with group_col=\\\"g\\\" and condition_col=\\\"g\\\" exactly as bound. Because the grouping column and condition column are the same, the 'g' group will have a zero denominator and yield NULL via NULLIF, while the 'h' group yields 0.0.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fcf1bcb6eda9be70222bcd7c0f393b56ba6aea9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_fccbd5817887a4ea", + "api_calls": 0, + "input_tokens": 14667, + "cached_input_tokens": 13696, + "output_tokens": 668, + "total_tokens": 15335, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13793.42, + "sql_execution_elapsed_ms_total": 8.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a7ad7aaa5417c58c8e9dd083cedcf04276b49af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7303, "bytes_utf8": 7303, "lines": 231, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14519, "cached_input_tokens": 13696, "output_tokens": 329, "reasoning_output_tokens": 208}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d438be6afbbd313d196a589b502cc0fd0123ea6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/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": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ff465ddfd341c784", + "api_calls": 0, + "input_tokens": 14519, + "cached_input_tokens": 13696, + "output_tokens": 329, + "total_tokens": 14848, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10126.31, + "sql_execution_elapsed_ms_total": 6.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e5210a4c6648db134794d8dccfc9efc8c8eebc3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/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": "2026-05-19T15:59:45.367664+00:00", + "ended_at": "2026-05-19T15:59:55.494033+00:00", + "elapsed_ms": 10126.31, + "prompt_metrics": { + "chars": 7303, + "bytes_utf8": 7303, + "lines": 231, + "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": 444, + "bytes_utf8": 444, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14519, + "cached_input_tokens": 13696, + "output_tokens": 329, + "reasoning_output_tokens": 208 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e03908d4f5631b5478402dd8a2e01b50a01be24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +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": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "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": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c40654baf9638b84f76665592a226eb8462fab57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-effb-7b71-aa7e-000af239aedd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\". Since the grouping column and condition column are the same, this measures the within-class rate of rows where g='h' for each g group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14519,"cached_input_tokens":13696,"output_tokens":329,"reasoning_output_tokens":208}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d68c7b6bb0ea7ffb64fe2c6d65aad8b63da4edb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\". Since the grouping column and condition column are the same, this measures the within-class rate of rows where g='h' for each g group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a6a9bc4f440f2626f127fb4b7a2c04cdaabbfed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449. +Result preview: [{"g": "g", "total_measure": 34329.9059}, {"g": "h", "total_measure": 19399.2718}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bdd7e8a42e1f211a3bc15f5b67e1f41b269333e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_ffcfc120788bef12 +-- problem_id: v2p_n11_3be71106c1133da6 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("2.6449" AS REAL)) > 2.9462 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a088025708d58a51275e67926c01863495a28b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/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_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"2.6449\" AS REAL)) > 2.9462\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"2.6449\\\" AS REAL)) > 2.9462\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 34329.9059}, {\"g\": \"h\", \"total_measure\": 19399.2718}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.52}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6542e2377a6f9e31092c874b937169968febcb42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n11", + "started_at": "2026-05-19T16:04:23.784587+00:00", + "ended_at": "2026-05-19T16:04:34.158285+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ffcfc120788bef12", + "problem_id": "v2p_n11_3be71106c1133da6", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "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 Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "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": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=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_b/n11/sql/v2q_n11_ffcfc120788bef12.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ffcfc120788bef12", + "api_calls": 0, + "input_tokens": 14510, + "cached_input_tokens": 13696, + "output_tokens": 319, + "total_tokens": 14829, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10359.56, + "sql_execution_elapsed_ms_total": 9.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c04cd0f9ff4e858cf7e5abca3ca9b730ec3c0477 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:04:34.147126+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": 10359.56, "started_at": "2026-05-19T16:04:23.786595+00:00", "ended_at": "2026-05-19T16:04:34.146182+00:00", "prompt_metrics": {"chars": 7235, "bytes_utf8": 7235, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14510, "cached_input_tokens": 13696, "output_tokens": 319, "reasoning_output_tokens": 190}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"2.6449\\\" AS REAL)) > 2.9462\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". Casted \\\"2.6449\\\" to REAL because the schema stores it as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ceaf9afef09c7cc8c77471ad262a97cb1554730a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ffcfc120788bef12", + "api_calls": 0, + "input_tokens": 14510, + "cached_input_tokens": 13696, + "output_tokens": 319, + "total_tokens": 14829, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10359.56, + "sql_execution_elapsed_ms_total": 9.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file