diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51e4c297901eccac1eb0c7fffe31dab8b603c94c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8390, "bytes_utf8": 8390, "lines": 250, "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": 271, "bytes_utf8": 271, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14525, "cached_input_tokens": 12032, "output_tokens": 190, "reasoning_output_tokens": 114}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..38608d412c4ad1cf78a8e466fdea0d367202a46e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_024eb99029bb3c59", + "api_calls": 0, + "input_tokens": 14525, + "cached_input_tokens": 12032, + "output_tokens": 190, + "total_tokens": 14715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18349.45, + "sql_execution_elapsed_ms_total": 5.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..14ed27cc21e1d05ae266cdcc53a2a9c2a57be3dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:06.881882+00:00", + "ended_at": "2026-05-19T15:33:25.231376+00:00", + "elapsed_ms": 18349.45, + "prompt_metrics": { + "chars": 8390, + "bytes_utf8": 8390, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1612, + "bytes_utf8": 1612, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 271, + "bytes_utf8": 271, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14525, + "cached_input_tokens": 12032, + "output_tokens": 190, + "reasoning_output_tokens": 114 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c11c1b466055e186a5aa3689e2deedb0755b9ef3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c16", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ALIVE.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "ALIVE", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c537d2a75889a5b2168170ccf8d8942d7c2cde8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40de-8bdc-7aa2-ac23-a060342487ae"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15160. Please try again in 454ms. 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 1989883, Requested 15160. Please try again in 151ms. 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 1991087, Requested 15160. Please try again in 187ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"ALIVE\\\", COUNT(*) AS row_count\\nFROM \\\"c16\\\"\\nGROUP BY \\\"ALIVE\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col bound to ALIVE on the single table c16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14525,"cached_input_tokens":12032,"output_tokens":190,"reasoning_output_tokens":114}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f1ee24d9c01d515ddaa81e554d6e6edab658898 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"ALIVE\", COUNT(*) AS row_count\nFROM \"c16\"\nGROUP BY \"ALIVE\"\nORDER BY row_count DESC;","notes":"Uses the provided Grouped Count by Category template with group_col bound to ALIVE on the single table c16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_024eb99029bb3c59/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af90da0b430f23084a9d1e0f06d90b854646294f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8782, "bytes_utf8": 8782, "lines": 256, "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": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14643, "cached_input_tokens": 12032, "output_tokens": 332, "reasoning_output_tokens": 214}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f5165db80f36f80cb88ca864c419e01f94418d93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_03681b5c99b9253d", + "api_calls": 0, + "input_tokens": 14643, + "cached_input_tokens": 12032, + "output_tokens": 332, + "total_tokens": 14975, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14386.04, + "sql_execution_elapsed_ms_total": 3.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..279b686b40fa2b8f55f03106c9a12400555db7ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/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": "2026-05-19T15:42:21.737162+00:00", + "ended_at": "2026-05-19T15:42:36.123236+00:00", + "elapsed_ms": 14386.04, + "prompt_metrics": { + "chars": 8782, + "bytes_utf8": 8782, + "lines": 256, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1136, + "bytes_utf8": 1136, + "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": 437, + "bytes_utf8": 437, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14643, + "cached_input_tokens": 12032, + "output_tokens": 332, + "reasoning_output_tokens": 214 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05b0eef9b11e93ec10f713495cf7df068e6abc89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,256 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c16", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=EYE, group_col_2=YEAR.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "EYE", + "group_col_2": "YEAR", + "predicate_col": "EYE", + "predicate_op": "=", + "predicate_value": "Green Eyes", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23ee101fac420a9dea01ce95a6567ba51bc3c8b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e7-0355-7723-a1a0-e23922a07cd5"} +{"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 1986905, Requested 15278. Please try again in 65ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"EYE\\\", \\\"YEAR\\\", COUNT(*) AS row_count\\nFROM \\\"c16\\\"\\nWHERE \\\"EYE\\\" = 'Green Eyes'\\nGROUP BY \\\"EYE\\\", \\\"YEAR\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the required filtered two-dimensional group count template with bindings group_col=\\\"EYE\\\", group_col_2=\\\"YEAR\\\", and predicate \\\"EYE\\\" = 'Green Eyes'. Identifier quoting uses double quotes for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14643,"cached_input_tokens":12032,"output_tokens":332,"reasoning_output_tokens":214}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23213b0c2db219bf1a2449541c8e7afcffb7d84e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"EYE\", \"YEAR\", COUNT(*) AS row_count\nFROM \"c16\"\nWHERE \"EYE\" = 'Green Eyes'\nGROUP BY \"EYE\", \"YEAR\"\nORDER BY row_count DESC;","notes":"Applied the required filtered two-dimensional group count template with bindings group_col=\"EYE\", group_col_2=\"YEAR\", and predicate \"EYE\" = 'Green Eyes'. Identifier quoting uses double quotes for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_03681b5c99b9253d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0bfeb862bf74c4eb139532196795a8a04e3b11fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:01.522637+00:00", + "ended_at": "2026-05-19T16:07:04.774203+00:00", + "elapsed_ms": 3251.54, + "returncode": 1, + "prompt_metrics": { + "chars": 8470, + "bytes_utf8": 8470, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..971688bab327b003efa6b1301768b00e8b727b40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:05.776218+00:00", + "ended_at": "2026-05-19T16:07:08.951115+00:00", + "elapsed_ms": 3174.85, + "returncode": 1, + "prompt_metrics": { + "chars": 8470, + "bytes_utf8": 8470, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..51bada7ecee5884c41408c1579a83733422674a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=GSM.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "GSM", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..51bada7ecee5884c41408c1579a83733422674a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=GSM.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "GSM", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..25241954cbe1d95595ac08fc9ebd74efffee79f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-979a-7632-b66d-acf783ca0009"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71f05958a94a1b45aca76808ff80f26c4c16243a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-979a-7632-b66d-acf783ca0009"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6455ff3112e7580a89dabe7b6001a1185168e26f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-a828-7380-8ee3-25840fc0a53e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2859b05862904b72c2d6595f2eb52cea8123fac5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-a828-7380-8ee3-25840fc0a53e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_043cdf1fd40e5858/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..54fb5f7f9882b7510b1f5209e6c214bd1538563e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:35.133167+00:00", + "ended_at": "2026-05-19T16:07:37.729293+00:00", + "elapsed_ms": 2596.1, + "returncode": 1, + "prompt_metrics": { + "chars": 8470, + "bytes_utf8": 8470, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a3b118d81bb0d07a7e8ca6b82b9766fcac4999fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:38.730749+00:00", + "ended_at": "2026-05-19T16:07:41.929709+00:00", + "elapsed_ms": 3198.93, + "returncode": 1, + "prompt_metrics": { + "chars": 8470, + "bytes_utf8": 8470, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df1dd0493eaff1199057637ff0150138a184f45c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=YEAR.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "YEAR", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..df1dd0493eaff1199057637ff0150138a184f45c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=YEAR.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "YEAR", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecd23f14c553240a5bd081ca7779fde5982a4515 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-1ad2-78c3-a3ad-6b9850ff1de7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13f644f68bd0823aede9169a499d87929280b28f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-1ad2-78c3-a3ad-6b9850ff1de7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c6157ce197b682b0f66ebd1ecae2c0477bc68d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-28f4-7cd0-98ad-96b8c1b97a63"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea754c310116424937864199a31803cef450cb43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-28f4-7cd0-98ad-96b8c1b97a63"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_044fb57aa4f6a5e7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..728f8c43f20771364e3ba4506679b3539b063ea9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8473, "bytes_utf8": 8473, "lines": 252, "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": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14551, "cached_input_tokens": 0, "output_tokens": 353, "reasoning_output_tokens": 251}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1365911e1150c713b2b040aa8acf6c34f9fa5477 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_04b0db29ab4f00b7", + "api_calls": 0, + "input_tokens": 14551, + "cached_input_tokens": 0, + "output_tokens": 353, + "total_tokens": 14904, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10915.87, + "sql_execution_elapsed_ms_total": 8.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..896ab0bbb8f97896e516247909447576ae96a348 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/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": "2026-05-19T15:29:02.120195+00:00", + "ended_at": "2026-05-19T15:29:13.036111+00:00", + "elapsed_ms": 10915.87, + "prompt_metrics": { + "chars": 8473, + "bytes_utf8": 8473, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 723, + "bytes_utf8": 723, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 369, + "bytes_utf8": 369, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14551, + "cached_input_tokens": 0, + "output_tokens": 353, + "reasoning_output_tokens": 251 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38fa7254d9b9db07be833058bc4bb04e1af86f11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=HAIR, measure_col=YEAR.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "HAIR", + "measure_col": "YEAR", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..417e8fab715c6436046ea10d9b6893f00ea7bd98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-cfd2-7492-8ece-790eba97fb3c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"HAIR\\\", SUM(CAST(\\\"YEAR\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c16\\\"\\nGROUP BY \\\"HAIR\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"HAIR\\\" and measure_col=\\\"YEAR\\\". Cast \\\"YEAR\\\" to INTEGER because the schema snapshot shows it is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14551,"cached_input_tokens":0,"output_tokens":353,"reasoning_output_tokens":251}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87c67afc8d8aedd0ff1333f1a17ecea5183f446e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"HAIR\", SUM(CAST(\"YEAR\" AS INTEGER)) AS total_measure\nFROM \"c16\"\nGROUP BY \"HAIR\"\nORDER BY total_measure DESC;","notes":"Used the planned Grouped Numeric Sum template with group_col=\"HAIR\" and measure_col=\"YEAR\". Cast \"YEAR\" to INTEGER because the schema snapshot shows it is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_04b0db29ab4f00b7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..671d3622ad419f2c2a96a5ae264b22bcb8706570 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8798, "bytes_utf8": 8798, "lines": 256, "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": 14646, "cached_input_tokens": 13696, "output_tokens": 449, "reasoning_output_tokens": 332}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..20b503a6fba616dfa5dc74774a9e4e03bb52b4a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_08018b6323e9cef0", + "api_calls": 0, + "input_tokens": 14646, + "cached_input_tokens": 13696, + "output_tokens": 449, + "total_tokens": 15095, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12743.15, + "sql_execution_elapsed_ms_total": 1.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..78ccd9fd006438c166a10c28dc5f4b49e877f907 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/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": "2026-05-19T15:42:47.729414+00:00", + "ended_at": "2026-05-19T15:43:00.472590+00:00", + "elapsed_ms": 12743.15, + "prompt_metrics": { + "chars": 8798, + "bytes_utf8": 8798, + "lines": 256, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 777, + "bytes_utf8": 777, + "lines": 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": 14646, + "cached_input_tokens": 13696, + "output_tokens": 449, + "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_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7f0897b40f41165ae3c27661cc20ad8e406f0dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,256 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c16", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=HAIR, group_col_2=GSM.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "HAIR", + "group_col_2": "GSM", + "predicate_col": "SEX", + "predicate_op": "=", + "predicate_value": "Transgender Characters", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..39d10a4da1be736ccfebf6d6fc02cc369c7be014 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-68a9-7063-ab77-aa67690e4947"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"HAIR\\\", \\\"GSM\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c16\\\"\\nWHERE \\\"SEX\\\" = 'Transgender Characters'\\nGROUP BY \\\"HAIR\\\", \\\"GSM\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group count template with \\\"HAIR\\\" and \\\"GSM\\\" as grouping columns, filtered to rows where \\\"SEX\\\" = 'Transgender Characters'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14646,"cached_input_tokens":13696,"output_tokens":449,"reasoning_output_tokens":332}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45417f336f6ee8d08eb8f071dad3514abac92776 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"HAIR\", \"GSM\", COUNT(*) AS \"row_count\"\nFROM \"c16\"\nWHERE \"SEX\" = 'Transgender Characters'\nGROUP BY \"HAIR\", \"GSM\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned filtered two-dimensional group count template with \"HAIR\" and \"GSM\" as grouping columns, filtered to rows where \"SEX\" = 'Transgender Characters'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_08018b6323e9cef0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0caf83cbab98cb11a8b4580c53111c3f09e87396 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8903, "bytes_utf8": 8903, "lines": 254, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 722, "bytes_utf8": 722, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14675, "cached_input_tokens": 12032, "output_tokens": 730, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ec11af75681e52773d97fcf1164d79112803b8a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_0ac334183130637b", + "api_calls": 0, + "input_tokens": 14675, + "cached_input_tokens": 12032, + "output_tokens": 730, + "total_tokens": 15405, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14013.36, + "sql_execution_elapsed_ms_total": 21.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..29af01f091ad2d8302ceb7cda67ef5839949e9d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/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": "2026-05-19T15:38:48.776982+00:00", + "ended_at": "2026-05-19T15:39:02.790496+00:00", + "elapsed_ms": 14013.36, + "prompt_metrics": { + "chars": 8903, + "bytes_utf8": 8903, + "lines": 254, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1121, + "bytes_utf8": 1121, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 722, + "bytes_utf8": 722, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14675, + "cached_input_tokens": 12032, + "output_tokens": 730, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49119a1b064026bf4a6a8a9ce22c51c565110e77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,254 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ALIVE, measure_col=page_id.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ALIVE", + "measure_col": "page_id", + "item_col": "FIRST APPEARANCE", + "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": 187526.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fc88150f795985d2223b2e0762da2479fc977dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-c343-70c2-8a93-245a2e28f2df"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"ALIVE\\\",\\n \\\"FIRST APPEARANCE\\\",\\n SUM(CAST(\\\"page_id\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"page_id\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"page_id\\\" AS REAL))) OVER (PARTITION BY \\\"ALIVE\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c16\\\"\\nGROUP BY \\\"ALIVE\\\", \\\"FIRST APPEARANCE\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 18;\",\"notes\":\"Uses the provided Within-Group Share of Total template with group_col=\\\"ALIVE\\\", item_col=\\\"FIRST APPEARANCE\\\", and measure_col=\\\"page_id\\\". \\\"page_id\\\" is stored as TEXT in the schema, so it is cast to REAL for SQLite aggregation. This computes within-ALIVE shares based on summed page_id values, not row counts.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14675,"cached_input_tokens":12032,"output_tokens":730,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b32aeb967dddec34fcfaa74ac25bfb9823e52fc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"ALIVE\",\n \"FIRST APPEARANCE\",\n SUM(CAST(\"page_id\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"page_id\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"page_id\" AS REAL))) OVER (PARTITION BY \"ALIVE\") AS \"share_within_group\"\nFROM \"c16\"\nGROUP BY \"ALIVE\", \"FIRST APPEARANCE\"\nORDER BY \"share_within_group\" DESC\nLIMIT 18;","notes":"Uses the provided Within-Group Share of Total template with group_col=\"ALIVE\", item_col=\"FIRST APPEARANCE\", and measure_col=\"page_id\". \"page_id\" is stored as TEXT in the schema, so it is cast to REAL for SQLite aggregation. This computes within-ALIVE shares based on summed page_id values, not row counts."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0ac334183130637b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dfbc7370890cd91fb4d075120063e26a8cb4a6c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8784, "bytes_utf8": 8784, "lines": 256, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14644, "cached_input_tokens": 13696, "output_tokens": 348, "reasoning_output_tokens": 227}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8e02260e09408db09b1669f3c2f67de3b4cb7f58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_0b313429a0f6899f", + "api_calls": 0, + "input_tokens": 14644, + "cached_input_tokens": 13696, + "output_tokens": 348, + "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": 11588.39, + "sql_execution_elapsed_ms_total": 1.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b2f6d5ddbea3fd6bd4cf8c97db69e436f4fee314 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/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": "2026-05-19T15:42:36.135174+00:00", + "ended_at": "2026-05-19T15:42:47.723598+00:00", + "elapsed_ms": 11588.39, + "prompt_metrics": { + "chars": 8784, + "bytes_utf8": 8784, + "lines": 256, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 805, + "bytes_utf8": 805, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 438, + "bytes_utf8": 438, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14644, + "cached_input_tokens": 13696, + "output_tokens": 348, + "reasoning_output_tokens": 227 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..434812956cd7876bbffd95a625888ad5fe5cb51b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,256 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c16", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=HAIR, group_col_2=SEX.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "HAIR", + "group_col_2": "SEX", + "predicate_col": "HAIR", + "predicate_op": "=", + "predicate_value": "White Hair", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9008e6291184569c97ccc48b345b2acbd04a781b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-3b8a-7e40-80d7-ed3d537b976f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"HAIR\\\", \\\"SEX\\\", COUNT(*) AS row_count\\nFROM \\\"c16\\\"\\nWHERE \\\"HAIR\\\" = 'White Hair'\\nGROUP BY \\\"HAIR\\\", \\\"SEX\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Instantiated the provided filtered two-dimensional group count template with group_col=\\\"HAIR\\\", group_col_2=\\\"SEX\\\", and predicate \\\"HAIR\\\" = 'White Hair'. This will return the sex distribution within the White Hair slice.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14644,"cached_input_tokens":13696,"output_tokens":348,"reasoning_output_tokens":227}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94ff31d64f0f9842597349d3285bc29605aa271c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"HAIR\", \"SEX\", COUNT(*) AS row_count\nFROM \"c16\"\nWHERE \"HAIR\" = 'White Hair'\nGROUP BY \"HAIR\", \"SEX\"\nORDER BY row_count DESC;","notes":"Instantiated the provided filtered two-dimensional group count template with group_col=\"HAIR\", group_col_2=\"SEX\", and predicate \"HAIR\" = 'White Hair'. This will return the sex distribution within the White Hair slice."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_0b313429a0f6899f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc576dd4ba2435deaa9253ad31bd750becd186fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8388, "bytes_utf8": 8388, "lines": 250, "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": 269, "bytes_utf8": 269, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14524, "cached_input_tokens": 12032, "output_tokens": 267, "reasoning_output_tokens": 189}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8ec5baffd1784fb24af050974b6c55263f2454be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_11202cdf28db1e64", + "api_calls": 0, + "input_tokens": 14524, + "cached_input_tokens": 12032, + "output_tokens": 267, + "total_tokens": 14791, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13689.77, + "sql_execution_elapsed_ms_total": 4.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..630648022d50459a7a060ecf685c825c4998acbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/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": "2026-05-19T15:32:43.085823+00:00", + "ended_at": "2026-05-19T15:32:56.775634+00:00", + "elapsed_ms": 13689.77, + "prompt_metrics": { + "chars": 8388, + "bytes_utf8": 8388, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 960, + "bytes_utf8": 960, + "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": 269, + "bytes_utf8": 269, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14524, + "cached_input_tokens": 12032, + "output_tokens": 267, + "reasoning_output_tokens": 189 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c8ca6dde550f62d934b7da400e96abf241b0750 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c16", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=SEX.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "SEX", + "top_k": 12, + "top_n": 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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd0fb51b38a1c35d7e2eb368c1964193c8a2e818 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40de-2ece-75c0-b256-e41a130ba5fe"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15159. Please try again in 454ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"SEX\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c16\\\"\\nGROUP BY \\\"SEX\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to \\\"SEX\\\" on the single table \\\"c16\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14524,"cached_input_tokens":12032,"output_tokens":267,"reasoning_output_tokens":189}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d01370a42622d4be72244bfc47361fef3ee9ab8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"SEX\", COUNT(*) AS \"row_count\"\nFROM \"c16\"\nGROUP BY \"SEX\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided grouped-count template with group_col bound to \"SEX\" on the single table \"c16\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_11202cdf28db1e64/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec0c7b83753ac9bf4f2697a41816a8427487b77c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8885, "bytes_utf8": 8885, "lines": 254, "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": 822, "bytes_utf8": 822, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14671, "cached_input_tokens": 13696, "output_tokens": 1225, "reasoning_output_tokens": 974}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5c85ce3fe3562bd284973cb83d7c8614f8ab2356 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_1464c4e9967333a1", + "api_calls": 0, + "input_tokens": 14671, + "cached_input_tokens": 13696, + "output_tokens": 1225, + "total_tokens": 15896, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20711.71, + "sql_execution_elapsed_ms_total": 8.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..38b99660fb09e1e42faaba428d889c2f999b7a71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:54.639712+00:00", + "ended_at": "2026-05-19T15:35:15.351470+00:00", + "elapsed_ms": 20711.71, + "prompt_metrics": { + "chars": 8885, + "bytes_utf8": 8885, + "lines": 254, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1252, + "bytes_utf8": 1252, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 822, + "bytes_utf8": 822, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14671, + "cached_input_tokens": 13696, + "output_tokens": 1225, + "reasoning_output_tokens": 974 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bad4f586316c18cd6a672e6924a606dda93f3709 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,254 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ALIVE, measure_col=YEAR.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ALIVE", + "measure_col": "YEAR", + "item_col": "APPEARANCES", + "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": 1998.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5b180f3f65d2040f8e24c8c996e71e0ec270b91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-30be-7b01-a747-4884b88fa322"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"ALIVE\\\",\\n \\\"APPEARANCES\\\",\\n SUM(CAST(\\\"YEAR\\\" AS INTEGER)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"YEAR\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"YEAR\\\" AS INTEGER))) OVER (PARTITION BY \\\"ALIVE\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c16\\\"\\nWHERE \\\"ALIVE\\\" IS NOT NULL\\n AND \\\"ALIVE\\\" <> ''\\n AND \\\"APPEARANCES\\\" IS NOT NULL\\n AND \\\"APPEARANCES\\\" <> ''\\n AND \\\"YEAR\\\" IS NOT NULL\\n AND \\\"YEAR\\\" <> ''\\nGROUP BY \\\"ALIVE\\\", \\\"APPEARANCES\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"ALIVE\\\", item_col=\\\"APPEARANCES\\\", and measure_col=\\\"YEAR\\\". Cast \\\"YEAR\\\" from TEXT to INTEGER for SQLite aggregation and filtered blank values to avoid treating empty strings as zero.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14671,"cached_input_tokens":13696,"output_tokens":1225,"reasoning_output_tokens":974}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..646b8d95e247c9bd510fe4a37f3ffd7e24daf92d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"ALIVE\",\n \"APPEARANCES\",\n SUM(CAST(\"YEAR\" AS INTEGER)) AS \"total_measure\",\n SUM(CAST(\"YEAR\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\"YEAR\" AS INTEGER))) OVER (PARTITION BY \"ALIVE\") AS \"share_within_group\"\nFROM \"c16\"\nWHERE \"ALIVE\" IS NOT NULL\n AND \"ALIVE\" <> ''\n AND \"APPEARANCES\" IS NOT NULL\n AND \"APPEARANCES\" <> ''\n AND \"YEAR\" IS NOT NULL\n AND \"YEAR\" <> ''\nGROUP BY \"ALIVE\", \"APPEARANCES\"\nORDER BY \"share_within_group\" DESC\nLIMIT 16;","notes":"Used the provided Within-Group Share of Total template with group_col=\"ALIVE\", item_col=\"APPEARANCES\", and measure_col=\"YEAR\". Cast \"YEAR\" from TEXT to INTEGER for SQLite aggregation and filtered blank values to avoid treating empty strings as zero."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1464c4e9967333a1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81bb02f1beaaf9293f342deb1b122a21ed2ee18b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8901, "bytes_utf8": 8901, "lines": 254, "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": 585, "bytes_utf8": 585, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14673, "cached_input_tokens": 12032, "output_tokens": 687, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d3f6a4e3e091f7172d70ad23208469c1405ea2fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_14abf488746910db", + "api_calls": 0, + "input_tokens": 14673, + "cached_input_tokens": 12032, + "output_tokens": 687, + "total_tokens": 15360, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13536.55, + "sql_execution_elapsed_ms_total": 7.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4242b05e5a484e284c497f33a6c3306edab88175 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:29.418049+00:00", + "ended_at": "2026-05-19T15:35:42.954625+00:00", + "elapsed_ms": 13536.55, + "prompt_metrics": { + "chars": 8901, + "bytes_utf8": 8901, + "lines": 254, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 969, + "bytes_utf8": 969, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 585, + "bytes_utf8": 585, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14673, + "cached_input_tokens": 12032, + "output_tokens": 687, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06882d4f1d7e1addf7249816dfd46697632d9945 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,254 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=YEAR, measure_col=page_id.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "YEAR", + "measure_col": "page_id", + "item_col": "FIRST APPEARANCE", + "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": 187526.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c79604d270714a6d98259112a0278a7910d32c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-b87e-7941-a90e-5c1273ad2e86"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"YEAR\\\", \\\"FIRST APPEARANCE\\\",\\n SUM(CAST(\\\"page_id\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"page_id\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"page_id\\\" AS REAL))) OVER (PARTITION BY \\\"YEAR\\\") AS share_within_group\\nFROM \\\"c16\\\"\\nGROUP BY \\\"YEAR\\\", \\\"FIRST APPEARANCE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"YEAR\\\", item_col=\\\"FIRST APPEARANCE\\\", and measure_col=\\\"page_id\\\". CAST was added because \\\"page_id\\\" is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14673,"cached_input_tokens":12032,"output_tokens":687,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..213dcb97ad7c836e29f66cb4e32e1dcae896d491 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"YEAR\", \"FIRST APPEARANCE\",\n SUM(CAST(\"page_id\" AS REAL)) AS total_measure,\n SUM(CAST(\"page_id\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"page_id\" AS REAL))) OVER (PARTITION BY \"YEAR\") AS share_within_group\nFROM \"c16\"\nGROUP BY \"YEAR\", \"FIRST APPEARANCE\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"YEAR\", item_col=\"FIRST APPEARANCE\", and measure_col=\"page_id\". CAST was added because \"page_id\" is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14abf488746910db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c7c4a294dabba99eaf1587157117112d2ebb50ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:26.881790+00:00", + "ended_at": "2026-05-19T16:08:30.060692+00:00", + "elapsed_ms": 3178.86, + "returncode": 1, + "prompt_metrics": { + "chars": 8566, + "bytes_utf8": 8566, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a959717a12c9bbdc7e85af2a0f922f52f64e03cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:31.062587+00:00", + "ended_at": "2026-05-19T16:08:33.887463+00:00", + "elapsed_ms": 2824.84, + "returncode": 1, + "prompt_metrics": { + "chars": 8566, + "bytes_utf8": 8566, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5cbc5c24b975ed372402a18f27b51ce9dcaf734 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=YEAR, measure_col=page_id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "YEAR", + "measure_col": "page_id", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 187526.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5cbc5c24b975ed372402a18f27b51ce9dcaf734 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=YEAR, measure_col=page_id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "YEAR", + "measure_col": "page_id", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 187526.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eba4a2b4fd4946910b06e83624b7a2d373ba8fe3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-e51f-73a3-aab7-620d967b2fd9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8d432644093059b8fc458212d11061ed4cb5a00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-e51f-73a3-aab7-620d967b2fd9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b24dfb75a95111aa0fd7bb3798d93c990a36efcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-f54e-70e2-8f73-bd3dbeed398d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b10b226fb006596d822cbfc53cb3fa456e961e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-f54e-70e2-8f73-bd3dbeed398d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_14d47931afd0df57/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a011742f03c5b57c49c0f4cedc7bc6b96daa8df0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8882, "bytes_utf8": 8882, "lines": 254, "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": 592, "bytes_utf8": 592, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14668, "cached_input_tokens": 13696, "output_tokens": 687, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..adb2693bc4a411d9ab0c5ea68fe32638a3f7aea5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_16a04539c6fc1892", + "api_calls": 0, + "input_tokens": 14668, + "cached_input_tokens": 13696, + "output_tokens": 687, + "total_tokens": 15355, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23150.3, + "sql_execution_elapsed_ms_total": 34.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e82b17d7fc995561b5ada4fb8e8d3a20e4749470 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:39.403640+00:00", + "ended_at": "2026-05-19T15:34:02.553967+00:00", + "elapsed_ms": 23150.3, + "prompt_metrics": { + "chars": 8882, + "bytes_utf8": 8882, + "lines": 254, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1643, + "bytes_utf8": 1643, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 592, + "bytes_utf8": 592, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14668, + "cached_input_tokens": 13696, + "output_tokens": 687, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c59bf716096e59a62e5f2348832f4fb80d9260a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,254 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=SEX, measure_col=page_id.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "SEX", + "measure_col": "page_id", + "item_col": "name", + "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": 187526.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e13f93e6f16dfe9b2789d2eb232f53e9205e5683 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40df-0add-7a81-9bf7-f7c7fa5a0762"} +{"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 1995403, Requested 15303. Please try again in 321ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15303. Please try again in 459ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"SEX\\\", \\\"name\\\",\\n SUM(CAST(\\\"page_id\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"page_id\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"page_id\\\" AS REAL))) OVER (PARTITION BY \\\"SEX\\\") AS share_within_group\\nFROM \\\"c16\\\"\\nGROUP BY \\\"SEX\\\", \\\"name\\\"\\nORDER BY share_within_group DESC\\nLIMIT 19;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"SEX\\\", item_col=\\\"name\\\", and measure_col=\\\"page_id\\\". Because \\\"page_id\\\" is stored as TEXT in SQLite, the query casts it to REAL before summing.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14668,"cached_input_tokens":13696,"output_tokens":687,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ab8c89f0f31486e34f0f46364c5400fe5fbae7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"SEX\", \"name\",\n SUM(CAST(\"page_id\" AS REAL)) AS total_measure,\n SUM(CAST(\"page_id\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"page_id\" AS REAL))) OVER (PARTITION BY \"SEX\") AS share_within_group\nFROM \"c16\"\nGROUP BY \"SEX\", \"name\"\nORDER BY share_within_group DESC\nLIMIT 19;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"SEX\", item_col=\"name\", and measure_col=\"page_id\". Because \"page_id\" is stored as TEXT in SQLite, the query casts it to REAL before summing."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_16a04539c6fc1892/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8dd4242b89c622299e6255f987d2cd7f3b2500a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8652, "bytes_utf8": 8652, "lines": 252, "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": 1128, "bytes_utf8": 1128, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14589, "cached_input_tokens": 13696, "output_tokens": 1897, "reasoning_output_tokens": 1552}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..99720521254f963b289144a0f5487489903775ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_1727fec74510f83e", + "api_calls": 0, + "input_tokens": 14589, + "cached_input_tokens": 13696, + "output_tokens": 1897, + "total_tokens": 16486, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31705.72, + "sql_execution_elapsed_ms_total": 39.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..37f13575e2fbb4b3abba7c65db08309523485d5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/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": "2026-05-19T15:56:04.346973+00:00", + "ended_at": "2026-05-19T15:56:36.052721+00:00", + "elapsed_ms": 31705.72, + "prompt_metrics": { + "chars": 8652, + "bytes_utf8": 8652, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1617, + "bytes_utf8": 1617, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1128, + "bytes_utf8": 1128, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14589, + "cached_input_tokens": 13696, + "output_tokens": 1897, + "reasoning_output_tokens": 1552 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1cb11d8acd6710ae2f461ff60120b4f44e99092 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ALIVE, measure_col=YEAR.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ALIVE", + "measure_col": "YEAR", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bdfcd4e8b856be47e8398839c62697491352b13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-909e-71f2-9ee8-3af8151251c2"} +{"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 \\\"ALIVE\\\",\\n CAST(\\\"YEAR\\\" AS INTEGER) AS \\\"year_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ALIVE\\\"\\n ORDER BY CAST(\\\"YEAR\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ALIVE\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"ALIVE\\\" IS NOT NULL\\n AND \\\"ALIVE\\\" <> ''\\n AND \\\"YEAR\\\" IS NOT NULL\\n AND \\\"YEAR\\\" <> ''\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"ALIVE\\\",\\n \\\"year_value\\\" AS \\\"percentile_measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"ALIVE\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank discrete 90th percentile per \\\"ALIVE\\\" group via window functions. It casts \\\"YEAR\\\" from TEXT to INTEGER, excludes empty/null group and measure values, and applies the provided minimum group size of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14589,"cached_input_tokens":13696,"output_tokens":1897,"reasoning_output_tokens":1552}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a00296698248c7f512d14bba5eb1e560cb5182c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ALIVE\",\n CAST(\"YEAR\" AS INTEGER) AS \"year_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ALIVE\"\n ORDER BY CAST(\"YEAR\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ALIVE\"\n ) AS \"cnt\"\n FROM \"c16\"\n WHERE \"ALIVE\" IS NOT NULL\n AND \"ALIVE\" <> ''\n AND \"YEAR\" IS NOT NULL\n AND \"YEAR\" <> ''\n),\n\"percentile_pick\" AS (\n SELECT\n \"ALIVE\",\n \"year_value\" AS \"percentile_measure\",\n \"rn\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"ALIVE\",\n \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank discrete 90th percentile per \"ALIVE\" group via window functions. It casts \"YEAR\" from TEXT to INTEGER, excludes empty/null group and measure values, and applies the provided minimum group size of 5."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1727fec74510f83e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef9fcaafcbe8f2cdc3dd8add90a3b4f8b72fcebc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8894, "bytes_utf8": 8894, "lines": 254, "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": 832, "bytes_utf8": 832, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14673, "cached_input_tokens": 13696, "output_tokens": 990, "reasoning_output_tokens": 735}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e47ede65cd05c3af3539a03ed989e2855a6c26fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_17c17a5dd4825eeb", + "api_calls": 0, + "input_tokens": 14673, + "cached_input_tokens": 13696, + "output_tokens": 990, + "total_tokens": 15663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17465.63, + "sql_execution_elapsed_ms_total": 41.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b1353d06deeff3c129f44a22160153321ab59af4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:44.168138+00:00", + "ended_at": "2026-05-19T15:38:01.633804+00:00", + "elapsed_ms": 17465.63, + "prompt_metrics": { + "chars": 8894, + "bytes_utf8": 8894, + "lines": 254, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1246, + "bytes_utf8": 1246, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 832, + "bytes_utf8": 832, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14673, + "cached_input_tokens": 13696, + "output_tokens": 990, + "reasoning_output_tokens": 735 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ec60623b10a6e52976d00d8f8fb896ca5034c8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,254 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SEX, measure_col=APPEARANCES.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "SEX", + "measure_col": "APPEARANCES", + "item_col": "urlslug", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e00a2f523ed24503b71ab3302f7643f67bf7835f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-c6d1-7443-8b38-69a676c03e8b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"SEX\\\", \\\"urlslug\\\",\\n SUM(CAST(\\\"APPEARANCES\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"APPEARANCES\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"APPEARANCES\\\" AS REAL))) OVER (PARTITION BY \\\"SEX\\\") AS share_within_group\\nFROM \\\"c16\\\"\\nWHERE \\\"APPEARANCES\\\" IS NOT NULL\\n AND TRIM(\\\"APPEARANCES\\\") <> ''\\n AND \\\"SEX\\\" IS NOT NULL\\n AND TRIM(\\\"SEX\\\") <> ''\\n AND \\\"urlslug\\\" IS NOT NULL\\n AND TRIM(\\\"urlslug\\\") <> ''\\nGROUP BY \\\"SEX\\\", \\\"urlslug\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the planned Within-Group Share of Total template with group_col=\\\"SEX\\\", item_col=\\\"urlslug\\\", and measure_col=\\\"APPEARANCES\\\". \\\"APPEARANCES\\\" is cast to REAL because the schema stores it as TEXT, and blank/null group, item, and measure values are filtered out.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14673,"cached_input_tokens":13696,"output_tokens":990,"reasoning_output_tokens":735}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e358c180ff18c69b4f1119d99ad898e12a1e967 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"SEX\", \"urlslug\",\n SUM(CAST(\"APPEARANCES\" AS REAL)) AS total_measure,\n SUM(CAST(\"APPEARANCES\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"APPEARANCES\" AS REAL))) OVER (PARTITION BY \"SEX\") AS share_within_group\nFROM \"c16\"\nWHERE \"APPEARANCES\" IS NOT NULL\n AND TRIM(\"APPEARANCES\") <> ''\n AND \"SEX\" IS NOT NULL\n AND TRIM(\"SEX\") <> ''\n AND \"urlslug\" IS NOT NULL\n AND TRIM(\"urlslug\") <> ''\nGROUP BY \"SEX\", \"urlslug\"\nORDER BY share_within_group DESC;","notes":"Uses the planned Within-Group Share of Total template with group_col=\"SEX\", item_col=\"urlslug\", and measure_col=\"APPEARANCES\". \"APPEARANCES\" is cast to REAL because the schema stores it as TEXT, and blank/null group, item, and measure values are filtered out."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17c17a5dd4825eeb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3aa7d74cface0ac2159c88ded693c301fec92bd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8890, "bytes_utf8": 8890, "lines": 254, "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": 854, "bytes_utf8": 854, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14671, "cached_input_tokens": 13696, "output_tokens": 1066, "reasoning_output_tokens": 817}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..391623930be68c8b4ad445d2fa73c5510f4c7958 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_17f00b4a77414fd2", + "api_calls": 0, + "input_tokens": 14671, + "cached_input_tokens": 13696, + "output_tokens": 1066, + "total_tokens": 15737, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17959.05, + "sql_execution_elapsed_ms_total": 10.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cdeb7545de9795a515591f0eaa5abae9dc5aa793 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:06.722485+00:00", + "ended_at": "2026-05-19T15:36:24.681571+00:00", + "elapsed_ms": 17959.05, + "prompt_metrics": { + "chars": 8890, + "bytes_utf8": 8890, + "lines": 254, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1262, + "bytes_utf8": 1262, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 854, + "bytes_utf8": 854, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14671, + "cached_input_tokens": 13696, + "output_tokens": 1066, + "reasoning_output_tokens": 817 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e521738281f354057b07285eea6f5cd0af30968 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,254 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ALIGN, measure_col=APPEARANCES.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ALIGN", + "measure_col": "APPEARANCES", + "item_col": "YEAR", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec7e85999e0629acd7c345010236f7519d1a7003 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-4a4a-76c2-83f8-8a47a2a7b077"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"ALIGN\\\", \\\"YEAR\\\",\\n SUM(CAST(NULLIF(\\\"APPEARANCES\\\", '') AS REAL)) AS total_measure,\\n SUM(CAST(NULLIF(\\\"APPEARANCES\\\", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF(\\\"APPEARANCES\\\", '') AS REAL))) OVER (PARTITION BY \\\"ALIGN\\\") AS share_within_group\\nFROM \\\"c16\\\"\\nWHERE \\\"ALIGN\\\" IS NOT NULL AND TRIM(\\\"ALIGN\\\") <> ''\\n AND \\\"YEAR\\\" IS NOT NULL AND TRIM(\\\"YEAR\\\") <> ''\\n AND NULLIF(\\\"APPEARANCES\\\", '') IS NOT NULL\\nGROUP BY \\\"ALIGN\\\", \\\"YEAR\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the requested Within-Group Share of Total template with group_col=\\\"ALIGN\\\", item_col=\\\"YEAR\\\", and measure_col=\\\"APPEARANCES\\\". Since \\\"APPEARANCES\\\" is stored as TEXT in SQLite, the query casts non-empty values to REAL and filters out blank ALIGN, YEAR, and APPEARANCES values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14671,"cached_input_tokens":13696,"output_tokens":1066,"reasoning_output_tokens":817}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ece989d4c87477cd83116986ab6d5e1412ab0921 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"ALIGN\", \"YEAR\",\n SUM(CAST(NULLIF(\"APPEARANCES\", '') AS REAL)) AS total_measure,\n SUM(CAST(NULLIF(\"APPEARANCES\", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF(\"APPEARANCES\", '') AS REAL))) OVER (PARTITION BY \"ALIGN\") AS share_within_group\nFROM \"c16\"\nWHERE \"ALIGN\" IS NOT NULL AND TRIM(\"ALIGN\") <> ''\n AND \"YEAR\" IS NOT NULL AND TRIM(\"YEAR\") <> ''\n AND NULLIF(\"APPEARANCES\", '') IS NOT NULL\nGROUP BY \"ALIGN\", \"YEAR\"\nORDER BY share_within_group DESC;","notes":"Uses the requested Within-Group Share of Total template with group_col=\"ALIGN\", item_col=\"YEAR\", and measure_col=\"APPEARANCES\". Since \"APPEARANCES\" is stored as TEXT in SQLite, the query casts non-empty values to REAL and filters out blank ALIGN, YEAR, and APPEARANCES values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_17f00b4a77414fd2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6663d83607686deed581727be1b9859287cb040 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8760, "bytes_utf8": 8760, "lines": 255, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14616, "cached_input_tokens": 12032, "output_tokens": 355, "reasoning_output_tokens": 248}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0dee982aaf1864c822b8aa463ff35f34234332ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_18d6de6c0dc75bd6", + "api_calls": 0, + "input_tokens": 14616, + "cached_input_tokens": 12032, + "output_tokens": 355, + "total_tokens": 14971, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9494.53, + "sql_execution_elapsed_ms_total": 7.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..71dd74b93506eb9cfe6144f8daeb47695dd2b0f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/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": "2026-05-19T16:02:29.610274+00:00", + "ended_at": "2026-05-19T16:02:39.104838+00:00", + "elapsed_ms": 9494.53, + "prompt_metrics": { + "chars": 8760, + "bytes_utf8": 8760, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 744, + "bytes_utf8": 744, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 389, + "bytes_utf8": 389, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14616, + "cached_input_tokens": 12032, + "output_tokens": 355, + "reasoning_output_tokens": 248 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..533eb3426464453d48cf22d8afc2de343cb28678 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=EYE, condition_col=SEX.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "EYE", + "condition_col": "SEX", + "condition_value": "Female Characters", + "positive_value": "Male Characters", + "negative_value": "Female Characters", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4415976d40cb34b6c996b7cdbefb35fd28f61edd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-7176-7630-8810-bc39460b3bfb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"EYE\\\",\\n AVG(CASE WHEN \\\"SEX\\\" = 'Female Characters' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c16\\\"\\nGROUP BY \\\"EYE\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Grouped condition rate query using \\\"EYE\\\" as the grouping column and the proportion of rows with \\\"SEX\\\" = 'Female Characters' within each eye-color group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14616,"cached_input_tokens":12032,"output_tokens":355,"reasoning_output_tokens":248}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97995c2fc36fce972d75dbd4c80a79da3d35688b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"EYE\",\n AVG(CASE WHEN \"SEX\" = 'Female Characters' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c16\"\nGROUP BY \"EYE\"\nORDER BY condition_rate DESC;","notes":"Grouped condition rate query using \"EYE\" as the grouping column and the proportion of rows with \"SEX\" = 'Female Characters' within each eye-color group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_18d6de6c0dc75bd6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7b210502d97c0773387dad5a866732406129d5ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/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": "2026-05-19T16:06:07.512250+00:00", + "ended_at": "2026-05-19T16:06:10.856247+00:00", + "elapsed_ms": 3343.97, + "returncode": 1, + "prompt_metrics": { + "chars": 8429, + "bytes_utf8": 8429, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..52f5071714e2081156aa38bc27fd02db33f324a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/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": "2026-05-19T16:06:11.857717+00:00", + "ended_at": "2026-05-19T16:06:16.104123+00:00", + "elapsed_ms": 4246.37, + "returncode": 1, + "prompt_metrics": { + "chars": 8429, + "bytes_utf8": 8429, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bd3baf5a6e9abbec9a4f54d38c1356c1d71b9ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=APPEARANCES.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "APPEARANCES", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bd3baf5a6e9abbec9a4f54d38c1356c1d71b9ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=APPEARANCES.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "APPEARANCES", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d63fe07af27d971c566c8cb0a05aa22ae1bfb54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-c4cd-7c80-b839-5fc6e1512d01"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1868862b64d702609e12515de107a7f6dc21b08f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-c4cd-7c80-b839-5fc6e1512d01"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fae6400165243732749c611c52e613f2bb2e4271 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-d592-7b61-bb66-440537a6485d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..78d5ea1c03f520675e45ae6cf8b00051dfad627d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-d592-7b61-bb66-440537a6485d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_1aab89a32927bfb8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e0b70315b05912a746c4dc4f53d3cf9f0a0a535 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8483, "bytes_utf8": 8483, "lines": 252, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14556, "cached_input_tokens": 13696, "output_tokens": 357, "reasoning_output_tokens": 246}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..deddfba55675654700caba58660f0f9236a3b627 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_244d52072d12a43b", + "api_calls": 0, + "input_tokens": 14556, + "cached_input_tokens": 13696, + "output_tokens": 357, + "total_tokens": 14913, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8556.49, + "sql_execution_elapsed_ms_total": 5.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d2dd5cd5f3b2e7f063e42430f3060d9481f3cf5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/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": "2026-05-19T15:29:57.454359+00:00", + "ended_at": "2026-05-19T15:30:06.010878+00:00", + "elapsed_ms": 8556.49, + "prompt_metrics": { + "chars": 8483, + "bytes_utf8": 8483, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 730, + "bytes_utf8": 730, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 364, + "bytes_utf8": 364, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14556, + "cached_input_tokens": 13696, + "output_tokens": 357, + "reasoning_output_tokens": 246 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78dcf232e90970a08b8e76acb436487f992608c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=GSM, measure_col=APPEARANCES.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "GSM", + "measure_col": "APPEARANCES", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd8f6858fdff0fcd8e6e059375d0d1440e83469e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-a7ec-7e51-803c-dae7102fe975"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"GSM\\\", SUM(CAST(\\\"APPEARANCES\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c16\\\"\\nGROUP BY \\\"GSM\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the planned Grouped Numeric Sum template with group_col=\\\"GSM\\\" and measure_col=\\\"APPEARANCES\\\". \\\"APPEARANCES\\\" is cast to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14556,"cached_input_tokens":13696,"output_tokens":357,"reasoning_output_tokens":246}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..568bd5a8c7f5ebead4c981512ce7ab2b1e391d2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"GSM\", SUM(CAST(\"APPEARANCES\" AS REAL)) AS \"total_measure\"\nFROM \"c16\"\nGROUP BY \"GSM\"\nORDER BY \"total_measure\" DESC;","notes":"Uses the planned Grouped Numeric Sum template with group_col=\"GSM\" and measure_col=\"APPEARANCES\". \"APPEARANCES\" is cast to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_244d52072d12a43b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1eb209c24f0dce4637db4549b64cf3b0fc74efcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8486, "bytes_utf8": 8486, "lines": 252, "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": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14554, "cached_input_tokens": 13696, "output_tokens": 315, "reasoning_output_tokens": 206}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..765623a2e2d5e169c08a61ea5ba52a81259206e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_255b1207e833ebd1", + "api_calls": 0, + "input_tokens": 14554, + "cached_input_tokens": 13696, + "output_tokens": 315, + "total_tokens": 14869, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9156.87, + "sql_execution_elapsed_ms_total": 7.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a4f8b8ddeb01853a9039796e1998e8df7f2f06d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:12.300762+00:00", + "ended_at": "2026-05-19T15:31:21.457668+00:00", + "elapsed_ms": 9156.87, + "prompt_metrics": { + "chars": 8486, + "bytes_utf8": 8486, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 746, + "bytes_utf8": 746, + "lines": 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": 14554, + "cached_input_tokens": 13696, + "output_tokens": 315, + "reasoning_output_tokens": 206 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..871a9cba59ca33701bddf497635464699d80e6a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ALIGN, measure_col=APPEARANCES.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "ALIGN", + "measure_col": "APPEARANCES", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..02ae4d5baaf67bb4d2954a806ce76e64230a94c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-cc38-74a3-97cc-c1fa97b310b9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ALIGN\\\", SUM(CAST(\\\"APPEARANCES\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c16\\\"\\nGROUP BY \\\"ALIGN\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the Grouped Numeric Sum template with group_col=\\\"ALIGN\\\" and measure_col=\\\"APPEARANCES\\\". Cast \\\"APPEARANCES\\\" to REAL because the schema snapshot shows it is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14554,"cached_input_tokens":13696,"output_tokens":315,"reasoning_output_tokens":206}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a39f8fbb9b9ec765546f7fc6dfed726386db1e68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"ALIGN\", SUM(CAST(\"APPEARANCES\" AS REAL)) AS \"total_measure\"\nFROM \"c16\"\nGROUP BY \"ALIGN\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the Grouped Numeric Sum template with group_col=\"ALIGN\" and measure_col=\"APPEARANCES\". Cast \"APPEARANCES\" to REAL because the schema snapshot shows it is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_255b1207e833ebd1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b68ee7a1d6cb66dd8c968f699a920ce892438c29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:37.511622+00:00", + "ended_at": "2026-05-19T16:09:40.422196+00:00", + "elapsed_ms": 2910.55, + "returncode": 1, + "prompt_metrics": { + "chars": 8568, + "bytes_utf8": 8568, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f26edb1e9eb0fe02a61d010f69c8ec472e827496 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:41.424394+00:00", + "ended_at": "2026-05-19T16:09:44.419299+00:00", + "elapsed_ms": 2994.86, + "returncode": 1, + "prompt_metrics": { + "chars": 8568, + "bytes_utf8": 8568, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..adfaad8a8dc24724c6b3d2d7089f5024d4d9d96d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=SEX, measure_col=APPEARANCES.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "SEX", + "measure_col": "APPEARANCES", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..adfaad8a8dc24724c6b3d2d7089f5024d4d9d96d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=SEX, measure_col=APPEARANCES.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "SEX", + "measure_col": "APPEARANCES", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..56de754df3408dbca578273d176e664127c448bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-f8e3-7c31-bb45-df037d396e04"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e95229fcf8f0e7a26c46143c2b7a66932ae37231 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-f8e3-7c31-bb45-df037d396e04"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..33683a18ee46cb913313652e98c1fd989aa8fe15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-084e-7a20-90bc-4b4ea44174c3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a273ecb37378c77ad88143f2f1017c9c56e9a213 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-084e-7a20-90bc-4b4ea44174c3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_25a0c6e093c2993a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06a8b52f6e9d1c85b8ceb5d054146b0e83f4fb08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8393, "bytes_utf8": 8393, "lines": 250, "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": 301, "bytes_utf8": 301, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14524, "cached_input_tokens": 12032, "output_tokens": 423, "reasoning_output_tokens": 345}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1482f1dfa1f2184c6936005f95ce13eb7a5c3533 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_28170758cce5434f", + "api_calls": 0, + "input_tokens": 14524, + "cached_input_tokens": 12032, + "output_tokens": 423, + "total_tokens": 14947, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14891.36, + "sql_execution_elapsed_ms_total": 2.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..39da4d98c52ec3fe4e097a1cc6e4dccc5b00a19c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/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": "2026-05-19T15:32:00.984188+00:00", + "ended_at": "2026-05-19T15:32:15.875569+00:00", + "elapsed_ms": 14891.36, + "prompt_metrics": { + "chars": 8393, + "bytes_utf8": 8393, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 988, + "bytes_utf8": 988, + "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": 301, + "bytes_utf8": 301, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14524, + "cached_input_tokens": 12032, + "output_tokens": 423, + "reasoning_output_tokens": 345 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..566442d0ccee6992e983470f690b28b12af47a94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c16", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ALIGN.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "ALIGN", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5eb3403a53fc868fb402b2c6979d77cc1e841278 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dd-8a63-7810-ac1c-91d03cdb8a45"} +{"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 1991244, Requested 15159. Please try again in 192ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"ALIGN\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c16\\\"\\nGROUP BY \\\"ALIGN\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned Grouped Count by Category template with \\\"ALIGN\\\" as the grouping column to measure subgroup count distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14524,"cached_input_tokens":12032,"output_tokens":423,"reasoning_output_tokens":345}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..105a225c65f6067c1dd458f536f8ce461fc96edd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"ALIGN\", COUNT(*) AS \"row_count\"\nFROM \"c16\"\nGROUP BY \"ALIGN\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned Grouped Count by Category template with \"ALIGN\" as the grouping column to measure subgroup count distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_28170758cce5434f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48d7c2d2424cf8129494cd4ffdabb9f644023496 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8650, "bytes_utf8": 8650, "lines": 252, "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": 1087, "bytes_utf8": 1087, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14589, "cached_input_tokens": 12032, "output_tokens": 2400, "reasoning_output_tokens": 2052}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d5447f8d0932946983971d3f3b2197a8e1d3ec0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_2bcc89a449f4980a", + "api_calls": 0, + "input_tokens": 14589, + "cached_input_tokens": 12032, + "output_tokens": 2400, + "total_tokens": 16989, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 41362.54, + "sql_execution_elapsed_ms_total": 9.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..44b4803c66084acc557fabeb1dd7c3db66b08227 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:34.552751+00:00", + "ended_at": "2026-05-19T16:01:15.915326+00:00", + "elapsed_ms": 41362.54, + "prompt_metrics": { + "chars": 8650, + "bytes_utf8": 8650, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1550, + "bytes_utf8": 1550, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1087, + "bytes_utf8": 1087, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14589, + "cached_input_tokens": 12032, + "output_tokens": 2400, + "reasoning_output_tokens": 2052 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cef33b1eac1097448a370d974ba029ab4c9a97bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=EYE, measure_col=YEAR.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "EYE", + "measure_col": "YEAR", + "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": 1998.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d78adbdf380829d756236044d28cbfa08e8d6811 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-b034-7e80-be13-2ae8538a616d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"EYE\\\",\\n CAST(\\\"YEAR\\\" AS INTEGER) AS \\\"YEAR_num\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"EYE\\\" IS NOT NULL\\n AND TRIM(\\\"EYE\\\") <> ''\\n AND \\\"YEAR\\\" GLOB '[0-9][0-9][0-9][0-9]'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"EYE\\\",\\n \\\"YEAR_num\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"EYE\\\"\\n ORDER BY \\\"YEAR_num\\\"\\n ) AS \\\"cume_dist\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"EYE\\\"\\n ) AS \\\"group_size\\\"\\n FROM \\\"base\\\"\\n)\\nSELECT\\n \\\"EYE\\\",\\n MIN(\\\"YEAR_num\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cume_dist\\\" >= 0.9\\nGROUP BY \\\"EYE\\\"\\nHAVING MAX(\\\"group_size\\\") >= 5\\nORDER BY \\\"percentile_measure\\\" DESC,\\n \\\"EYE\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the grouped 90th percentile by using CUME_DIST() over numeric YEAR values and taking the smallest YEAR at or above the 0.9 threshold for each EYE group. It excludes blank EYE values, keeps only 4-digit YEAR values, and applies the provided minimum group size of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14589,"cached_input_tokens":12032,"output_tokens":2400,"reasoning_output_tokens":2052}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23ed546dd9d0a060665c8fbd2769035d498b6481 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"EYE\",\n CAST(\"YEAR\" AS INTEGER) AS \"YEAR_num\"\n FROM \"c16\"\n WHERE \"EYE\" IS NOT NULL\n AND TRIM(\"EYE\") <> ''\n AND \"YEAR\" GLOB '[0-9][0-9][0-9][0-9]'\n),\n\"ranked\" AS (\n SELECT\n \"EYE\",\n \"YEAR_num\",\n CUME_DIST() OVER (\n PARTITION BY \"EYE\"\n ORDER BY \"YEAR_num\"\n ) AS \"cume_dist\",\n COUNT(*) OVER (\n PARTITION BY \"EYE\"\n ) AS \"group_size\"\n FROM \"base\"\n)\nSELECT\n \"EYE\",\n MIN(\"YEAR_num\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cume_dist\" >= 0.9\nGROUP BY \"EYE\"\nHAVING MAX(\"group_size\") >= 5\nORDER BY \"percentile_measure\" DESC,\n \"EYE\" ASC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the grouped 90th percentile by using CUME_DIST() over numeric YEAR values and taking the smallest YEAR at or above the 0.9 threshold for each EYE group. It excludes blank EYE values, keeps only 4-digit YEAR values, and applies the provided minimum group size of 5."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2bcc89a449f4980a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1bf15debb0871f8a5b03e785e5c1765739310cc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8778, "bytes_utf8": 8778, "lines": 256, "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": 356, "bytes_utf8": 356, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14641, "cached_input_tokens": 13696, "output_tokens": 379, "reasoning_output_tokens": 276}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6508edadc221945769e82854d3cc6ab774187307 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_2c064699fe9fbcb7", + "api_calls": 0, + "input_tokens": 14641, + "cached_input_tokens": 13696, + "output_tokens": 379, + "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": 9581.18, + "sql_execution_elapsed_ms_total": 2.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..597e0c1c5cdb47e13bac4d6e47f0359f307f8093 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:14.628015+00:00", + "ended_at": "2026-05-19T15:43:24.209232+00:00", + "elapsed_ms": 9581.18, + "prompt_metrics": { + "chars": 8778, + "bytes_utf8": 8778, + "lines": 256, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 723, + "bytes_utf8": 723, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 356, + "bytes_utf8": 356, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14641, + "cached_input_tokens": 13696, + "output_tokens": 379, + "reasoning_output_tokens": 276 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4fd26063ffe524d3a06712117b00077745a79ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,256 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c16", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=HAIR, group_col_2=YEAR.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "HAIR", + "group_col_2": "YEAR", + "predicate_col": "ALIVE", + "predicate_op": "=", + "predicate_value": "", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f35bf4acd878e6ac90d98c91e643b4e70a6ca460 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-d1be-75f1-8fff-492bfc12f10d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"HAIR\\\", \\\"YEAR\\\", COUNT(*) AS row_count\\nFROM \\\"c16\\\"\\nWHERE \\\"ALIVE\\\" = ''\\nGROUP BY \\\"HAIR\\\", \\\"YEAR\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the planned filtered two-dimensional group count template using \\\"HAIR\\\" and \\\"YEAR\\\", filtered to rows where \\\"ALIVE\\\" is the empty string.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14641,"cached_input_tokens":13696,"output_tokens":379,"reasoning_output_tokens":276}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..036c974d9bd869ceef21161560a04217d60985f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"HAIR\", \"YEAR\", COUNT(*) AS row_count\nFROM \"c16\"\nWHERE \"ALIVE\" = ''\nGROUP BY \"HAIR\", \"YEAR\"\nORDER BY row_count DESC;","notes":"Applied the planned filtered two-dimensional group count template using \"HAIR\" and \"YEAR\", filtered to rows where \"ALIVE\" is the empty string."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2c064699fe9fbcb7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2e91ac95ba038036/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2e91ac95ba038036/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b8fc385e6c2693a766c1fdeff7863d2539bccdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2e91ac95ba038036/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-b6ab-7780-8d58-35e1a72c0929"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"page_id\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"page_id\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"page_id\\\" IS NOT NULL AND TRIM(\\\"page_id\\\") <> ''\\n)\\nSELECT \\\"page_id\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"page_id\\\" AS INTEGER) DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with \\\"page_id\\\" as the measure column and \\\"num_tiles\\\" = 10. Cast \\\"page_id\\\" to INTEGER for ordering because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14606,"cached_input_tokens":12032,"output_tokens":684,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2e91ac95ba038036/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_2e91ac95ba038036/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32ec75aaced545761967df39a87ff7af1ec0fafa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8882, "bytes_utf8": 8882, "lines": 254, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 704, "bytes_utf8": 704, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14670, "cached_input_tokens": 13696, "output_tokens": 596, "reasoning_output_tokens": 381}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1441ed409304d496cc4f0448ce85fa9487c52e66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_357156cefb19fef7", + "api_calls": 0, + "input_tokens": 14670, + "cached_input_tokens": 13696, + "output_tokens": 596, + "total_tokens": 15266, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11991.91, + "sql_execution_elapsed_ms_total": 29.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c35c7c73be3e6f26456c9be44c34959508387ec6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:36.092590+00:00", + "ended_at": "2026-05-19T15:36:48.084529+00:00", + "elapsed_ms": 11991.91, + "prompt_metrics": { + "chars": 8882, + "bytes_utf8": 8882, + "lines": 254, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1115, + "bytes_utf8": 1115, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 704, + "bytes_utf8": 704, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14670, + "cached_input_tokens": 13696, + "output_tokens": 596, + "reasoning_output_tokens": 381 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c66d436dbb4352cfb5aaca7f689ac2aab97befa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,254 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=EYE, measure_col=YEAR.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "EYE", + "measure_col": "YEAR", + "item_col": "page_id", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1998.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..832f7e713c5f3cf388ce94122bf52e36051372c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-bcf5-78f0-820a-8b076a44cad3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"EYE\\\", \\\"page_id\\\",\\n SUM(CAST(\\\"YEAR\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"YEAR\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"YEAR\\\" AS REAL))) OVER (PARTITION BY \\\"EYE\\\") AS share_within_group\\nFROM \\\"c16\\\"\\nWHERE \\\"EYE\\\" IS NOT NULL AND \\\"EYE\\\" <> ''\\n AND \\\"page_id\\\" IS NOT NULL AND \\\"page_id\\\" <> ''\\n AND \\\"YEAR\\\" IS NOT NULL AND \\\"YEAR\\\" <> ''\\nGROUP BY \\\"EYE\\\", \\\"page_id\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the required Within-Group Share of Total template with group_col=\\\"EYE\\\", item_col=\\\"page_id\\\", and measure_col=\\\"YEAR\\\". CAST is used because \\\"YEAR\\\" is stored as TEXT in the SQLite snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14670,"cached_input_tokens":13696,"output_tokens":596,"reasoning_output_tokens":381}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..90c4ec060fcc925d103256514b8295bfbfe57973 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"EYE\", \"page_id\",\n SUM(CAST(\"YEAR\" AS REAL)) AS total_measure,\n SUM(CAST(\"YEAR\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"YEAR\" AS REAL))) OVER (PARTITION BY \"EYE\") AS share_within_group\nFROM \"c16\"\nWHERE \"EYE\" IS NOT NULL AND \"EYE\" <> ''\n AND \"page_id\" IS NOT NULL AND \"page_id\" <> ''\n AND \"YEAR\" IS NOT NULL AND \"YEAR\" <> ''\nGROUP BY \"EYE\", \"page_id\"\nORDER BY share_within_group DESC;","notes":"Applied the required Within-Group Share of Total template with group_col=\"EYE\", item_col=\"page_id\", and measure_col=\"YEAR\". CAST is used because \"YEAR\" is stored as TEXT in the SQLite snapshot."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_357156cefb19fef7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d685d8dcf0096f2a896db089316363d409ae5906 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8426, "bytes_utf8": 8426, "lines": 250, "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": 8426, "bytes_utf8": 8426, "lines": 250, "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": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14542, "cached_input_tokens": 12032, "output_tokens": 364, "reasoning_output_tokens": 251}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b2a1461a53303fc125ca0540d6f56965cd5b9e4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_35eed337063eff10", + "api_calls": 0, + "input_tokens": 14542, + "cached_input_tokens": 12032, + "output_tokens": 364, + "total_tokens": 14906, + "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": 12130.27, + "sql_execution_elapsed_ms_total": 2.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf3c13d3c3bda45e1f99aafa78fc240ef584dc86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/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": "2026-05-19T16:04:46.052980+00:00", + "ended_at": "2026-05-19T16:04:48.681857+00:00", + "elapsed_ms": 2628.84, + "returncode": 1, + "prompt_metrics": { + "chars": 8426, + "bytes_utf8": 8426, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ef892e6b0247466c990c530171ff4f8bfce154cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/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": "2026-05-19T16:04:49.683318+00:00", + "ended_at": "2026-05-19T16:04:59.184793+00:00", + "elapsed_ms": 9501.43, + "prompt_metrics": { + "chars": 8426, + "bytes_utf8": 8426, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 734, + "bytes_utf8": 734, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 386, + "bytes_utf8": 386, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14542, + "cached_input_tokens": 12032, + "output_tokens": 364, + "reasoning_output_tokens": 251 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74594f818aab8b807013633a23af7ee385f2ae63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=page_id.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "page_id", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..74594f818aab8b807013633a23af7ee385f2ae63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=page_id.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "page_id", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..488210e74f8c546bd9cf302b80b1801e871c07f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-8652-7dc2-9516-6827250b87fe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e61d20a4e0e9e0cb5c55a5afaabe602471f7ec1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-8652-7dc2-9516-6827250b87fe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3398bf3f375f9fd78f543fa025a220e0765d868 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-949d-7592-9209-820f65d10187"} +{"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(\\\"page_id\\\" AS REAL) <= 213203.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c16\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"page_id\\\" and threshold 213203.0. CAST to REAL is included because \\\"page_id\\\" is stored as TEXT in the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14542,"cached_input_tokens":12032,"output_tokens":364,"reasoning_output_tokens":251}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa8faeaeb3a5167be16ee6ca31d9c4e44a4ac57f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf.\nSELECT AVG(CASE WHEN CAST(\"page_id\" AS REAL) <= 213203.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c16\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"page_id\" and threshold 213203.0. CAST to REAL is included because \"page_id\" is stored as TEXT in the schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_35eed337063eff10/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..450f3febcaa65598ef93997429429134e4ae2562 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8881, "bytes_utf8": 8881, "lines": 254, "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": 698, "bytes_utf8": 698, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14671, "cached_input_tokens": 13696, "output_tokens": 723, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dd70f4e7695dc90c9b43b76a58b2191ddcc57daa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_389ecc90400bf53c", + "api_calls": 0, + "input_tokens": 14671, + "cached_input_tokens": 13696, + "output_tokens": 723, + "total_tokens": 15394, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15211.53, + "sql_execution_elapsed_ms_total": 9.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5c5db7277f005ece0f6dd37fc8493ed6704eb6ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/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": "2026-05-19T15:38:17.588514+00:00", + "ended_at": "2026-05-19T15:38:32.800079+00:00", + "elapsed_ms": 15211.53, + "prompt_metrics": { + "chars": 8881, + "bytes_utf8": 8881, + "lines": 254, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1101, + "bytes_utf8": 1101, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 698, + "bytes_utf8": 698, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14671, + "cached_input_tokens": 13696, + "output_tokens": 723, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e73eae73e77f227ee5c9804351bb2f071850d2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,254 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=GSM, measure_col=YEAR.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "GSM", + "measure_col": "YEAR", + "item_col": "APPEARANCES", + "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": 1998.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..554c6142f5fa23aa1880ef16e58f4cbec0098637 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-4978-7052-a413-85df66ae8009"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"GSM\\\",\\n \\\"APPEARANCES\\\",\\n SUM(CAST(NULLIF(\\\"YEAR\\\", '') AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(NULLIF(\\\"YEAR\\\", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF(\\\"YEAR\\\", '') AS REAL))) OVER (PARTITION BY \\\"GSM\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c16\\\"\\nWHERE NULLIF(\\\"YEAR\\\", '') IS NOT NULL\\nGROUP BY \\\"GSM\\\", \\\"APPEARANCES\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"GSM\\\", item_col=\\\"APPEARANCES\\\", and measure_col=\\\"YEAR\\\". Since \\\"YEAR\\\" is stored as TEXT in SQLite, the query casts it to REAL and excludes empty strings before aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14671,"cached_input_tokens":13696,"output_tokens":723,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a6f1fe7e3c3b32175dd82b99273b222a34ad727 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"GSM\",\n \"APPEARANCES\",\n SUM(CAST(NULLIF(\"YEAR\", '') AS REAL)) AS \"total_measure\",\n SUM(CAST(NULLIF(\"YEAR\", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF(\"YEAR\", '') AS REAL))) OVER (PARTITION BY \"GSM\") AS \"share_within_group\"\nFROM \"c16\"\nWHERE NULLIF(\"YEAR\", '') IS NOT NULL\nGROUP BY \"GSM\", \"APPEARANCES\"\nORDER BY \"share_within_group\" DESC;","notes":"Used the provided Within-Group Share of Total template with group_col=\"GSM\", item_col=\"APPEARANCES\", and measure_col=\"YEAR\". Since \"YEAR\" is stored as TEXT in SQLite, the query casts it to REAL and excludes empty strings before aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_389ecc90400bf53c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3107947c63527b34f80280954898e6645b1ca4d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:51.986024+00:00", + "ended_at": "2026-05-19T16:09:54.924232+00:00", + "elapsed_ms": 2938.18, + "returncode": 1, + "prompt_metrics": { + "chars": 8557, + "bytes_utf8": 8557, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..41137e881dddb37d22f68078731ad782d1b44a36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:55.926347+00:00", + "ended_at": "2026-05-19T16:09:59.143968+00:00", + "elapsed_ms": 3217.59, + "returncode": 1, + "prompt_metrics": { + "chars": 8557, + "bytes_utf8": 8557, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b191f6a7df1da5b001af0ceba4001f06a1d4c5f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=GSM, measure_col=YEAR.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "GSM", + "measure_col": "YEAR", + "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": 1998.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b191f6a7df1da5b001af0ceba4001f06a1d4c5f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=GSM, measure_col=YEAR.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "GSM", + "measure_col": "YEAR", + "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": 1998.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a83ecf444e4b8349b85baceaebdfdaf1166ebbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-3176-7342-a4dc-9620981c1d6b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c3322a8caa8bb306e805a286bc682cb5f813681 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-3176-7342-a4dc-9620981c1d6b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36fa6f3a83d97808557a9452dbf0b9fef7c8e565 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-40c2-7c62-ad64-2d9d909786a7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7d380c2a38a442e187bb48b55b40ed8c8612d9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-40c2-7c62-ad64-2d9d909786a7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_399a160974349c8a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98a0538db533c09e07ba9e81feb62a3e4724ba40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8755, "bytes_utf8": 8755, "lines": 255, "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": 8755, "bytes_utf8": 8755, "lines": 255, "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": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14615, "cached_input_tokens": 12032, "output_tokens": 301, "reasoning_output_tokens": 186}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d246d282e405c59a2346a3a0a0ee4c76b9b2bfef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_3cc4a3dd9ffa3d8c", + "api_calls": 0, + "input_tokens": 14615, + "cached_input_tokens": 12032, + "output_tokens": 301, + "total_tokens": 14916, + "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": 11520.34, + "sql_execution_elapsed_ms_total": 3.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..814717ac9ca8ae7d4b1975ab0ad506f5678416b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/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": "2026-05-19T16:02:52.520012+00:00", + "ended_at": "2026-05-19T16:02:55.381844+00:00", + "elapsed_ms": 2861.8, + "returncode": 1, + "prompt_metrics": { + "chars": 8755, + "bytes_utf8": 8755, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..366c00c53c246347b95a24faeb0c22ce5548f2b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/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": "2026-05-19T16:02:56.383569+00:00", + "ended_at": "2026-05-19T16:03:05.042138+00:00", + "elapsed_ms": 8658.54, + "prompt_metrics": { + "chars": 8755, + "bytes_utf8": 8755, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 770, + "bytes_utf8": 770, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 415, + "bytes_utf8": 415, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14615, + "cached_input_tokens": 12032, + "output_tokens": 301, + "reasoning_output_tokens": 186 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d67a48a497d5fb0a3d4cd1addf8c746efdf0314 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=HAIR, condition_col=GSM.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "HAIR", + "condition_col": "GSM", + "condition_value": "Homosexual Characters", + "positive_value": "", + "negative_value": "Homosexual Characters", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d67a48a497d5fb0a3d4cd1addf8c746efdf0314 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=HAIR, condition_col=GSM.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "HAIR", + "condition_col": "GSM", + "condition_value": "Homosexual Characters", + "positive_value": "", + "negative_value": "Homosexual Characters", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..315b079dbd9a35f9d329028d97b9a032f1ffebac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-cae0-72d2-9f21-725ca5fc2321"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eebbbaf4b1adaf75c18c24f964915e3f9778e58c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-cae0-72d2-9f21-725ca5fc2321"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4738c50026d582ea9e92650c7dd7db642767cc5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-da2e-7b82-b7db-111fd9bc5bfc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"HAIR\\\",\\n AVG(CASE WHEN \\\"GSM\\\" = 'Homosexual Characters' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c16\\\"\\nGROUP BY \\\"HAIR\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with group_col=\\\"HAIR\\\" and condition_col=\\\"GSM\\\", measuring the share of rows in each hair group where GSM is 'Homosexual Characters'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14615,"cached_input_tokens":12032,"output_tokens":301,"reasoning_output_tokens":186}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf4ffc15be069676884c2f7821a9629b1171b0a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"HAIR\",\n AVG(CASE WHEN \"GSM\" = 'Homosexual Characters' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c16\"\nGROUP BY \"HAIR\"\nORDER BY condition_rate DESC;","notes":"Uses the Grouped Condition Rate template with group_col=\"HAIR\" and condition_col=\"GSM\", measuring the share of rows in each hair group where GSM is 'Homosexual Characters'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3cc4a3dd9ffa3d8c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1e1292004b8848ddfed4c9cce2cc671a1a1d2f48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:07.947221+00:00", + "ended_at": "2026-05-19T16:10:11.262794+00:00", + "elapsed_ms": 3315.55, + "returncode": 1, + "prompt_metrics": { + "chars": 8568, + "bytes_utf8": 8568, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..49007075cae1b1b443d1a22b5ba41893e1bf8ecb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:12.265499+00:00", + "ended_at": "2026-05-19T16:10:15.072559+00:00", + "elapsed_ms": 2807.02, + "returncode": 1, + "prompt_metrics": { + "chars": 8568, + "bytes_utf8": 8568, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bb2a99497c2345f589fde583ee647e755ad83dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ALIVE, measure_col=page_id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ALIVE", + "measure_col": "page_id", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 187526.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bb2a99497c2345f589fde583ee647e755ad83dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ALIVE, measure_col=page_id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ALIVE", + "measure_col": "page_id", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 187526.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d626a0dbf1e079a61187123084fabd09365cd951 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-6fe7-7e92-a871-7b31ac420a52"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a911c7af0bc19541d22d322706dac2fdc8405ddb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-6fe7-7e92-a871-7b31ac420a52"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1a93da0d2cf8e66759aad0d2c85f0ce2aef295d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-80ae-70a2-9506-92470f932a0b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac6f4d4537580d68e99e703c667629bfa12b1450 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-80ae-70a2-9506-92470f932a0b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3e8706a1c710e420/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7455d40c0ac8e8339a45d771dd0344c90ec000d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8474, "bytes_utf8": 8474, "lines": 252, "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": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14551, "cached_input_tokens": 13696, "output_tokens": 310, "reasoning_output_tokens": 207}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..da4f75aaae51f0b65dd494694dbdb797c05a0711 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_3f03516f7ecbbb04", + "api_calls": 0, + "input_tokens": 14551, + "cached_input_tokens": 13696, + "output_tokens": 310, + "total_tokens": 14861, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9737.0, + "sql_execution_elapsed_ms_total": 3.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cd0364242538df1cfa1d4152ebed5b0b17e0c170 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/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": "2026-05-19T15:30:20.736364+00:00", + "ended_at": "2026-05-19T15:30:30.473387+00:00", + "elapsed_ms": 9737.0, + "prompt_metrics": { + "chars": 8474, + "bytes_utf8": 8474, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 740, + "bytes_utf8": 740, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 378, + "bytes_utf8": 378, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14551, + "cached_input_tokens": 13696, + "output_tokens": 310, + "reasoning_output_tokens": 207 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4962c0b357d98ea12a46441e34fd52a48605d33b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ALIVE, measure_col=YEAR.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "ALIVE", + "measure_col": "YEAR", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eaaca224cfc9f2a2b58a54c38c115dcfbc30e4c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-02ca-7052-906c-5df7a9986687"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ALIVE\\\", SUM(CAST(\\\"YEAR\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c16\\\"\\nGROUP BY \\\"ALIVE\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped numeric sum template with group_col=\\\"ALIVE\\\" and measure_col=\\\"YEAR\\\". CAST(\\\"YEAR\\\" AS INTEGER) is applied because the schema snapshot shows \\\"YEAR\\\" stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14551,"cached_input_tokens":13696,"output_tokens":310,"reasoning_output_tokens":207}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b23ac5cedd8af42f4105534be19948f27a7c1dac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"ALIVE\", SUM(CAST(\"YEAR\" AS INTEGER)) AS total_measure\nFROM \"c16\"\nGROUP BY \"ALIVE\"\nORDER BY total_measure DESC;","notes":"Used the provided grouped numeric sum template with group_col=\"ALIVE\" and measure_col=\"YEAR\". CAST(\"YEAR\" AS INTEGER) is applied because the schema snapshot shows \"YEAR\" stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_3f03516f7ecbbb04/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5978fd8c52a964018757febbf5c10ebde0a0f127 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8483, "bytes_utf8": 8483, "lines": 252, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14551, "cached_input_tokens": 7296, "output_tokens": 333, "reasoning_output_tokens": 219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96f4e832723b4030687075c2a1aa3a8f05caa05c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_41ce937f069df2fa", + "api_calls": 0, + "input_tokens": 14551, + "cached_input_tokens": 7296, + "output_tokens": 333, + "total_tokens": 14884, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10078.16, + "sql_execution_elapsed_ms_total": 3.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e324cb2ce655c778a18cd70281df2c8709bf4d58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:18.064555+00:00", + "ended_at": "2026-05-19T15:28:28.142742+00:00", + "elapsed_ms": 10078.16, + "prompt_metrics": { + "chars": 8483, + "bytes_utf8": 8483, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 786, + "bytes_utf8": 786, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 429, + "bytes_utf8": 429, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14551, + "cached_input_tokens": 7296, + "output_tokens": 333, + "reasoning_output_tokens": 219 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fead9c13bc0d64e666c12eec4c2057d8e6729b5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ALIGN, measure_col=page_id.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "ALIGN", + "measure_col": "page_id", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8f377424a41a96d7cd7999784213d81d487a512 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-23ab-7992-b219-6e13a283b82d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ALIGN\\\", SUM(CAST(\\\"page_id\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c16\\\"\\nGROUP BY \\\"ALIGN\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required grouped-sum template with group_col=\\\"ALIGN\\\" and measure_col=\\\"page_id\\\". CAST was added because \\\"page_id\\\" is stored as TEXT in SQLite; summing an identifier-like field is syntactically valid but semantically cautionary.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14551,"cached_input_tokens":7296,"output_tokens":333,"reasoning_output_tokens":219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9345d6128b1a50f374ff1a18c716a8a9b3c8ca0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"ALIGN\", SUM(CAST(\"page_id\" AS NUMERIC)) AS total_measure\nFROM \"c16\"\nGROUP BY \"ALIGN\"\nORDER BY total_measure DESC;","notes":"Used the required grouped-sum template with group_col=\"ALIGN\" and measure_col=\"page_id\". CAST was added because \"page_id\" is stored as TEXT in SQLite; summing an identifier-like field is syntactically valid but semantically cautionary."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_41ce937f069df2fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d72f9551d1ba8d23deb94991e4684bf83e24bebb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:19.656653+00:00", + "ended_at": "2026-05-19T16:08:22.635352+00:00", + "elapsed_ms": 2978.68, + "returncode": 1, + "prompt_metrics": { + "chars": 8567, + "bytes_utf8": 8567, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..526f69b11f0d1e3d539e6ed6416776001a1696c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:23.637542+00:00", + "ended_at": "2026-05-19T16:08:26.876346+00:00", + "elapsed_ms": 3238.75, + "returncode": 1, + "prompt_metrics": { + "chars": 8567, + "bytes_utf8": 8567, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..492d5b5964ee45f15b82d0e5ed2feaaba65373de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=YEAR, measure_col=page_id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "YEAR", + "measure_col": "page_id", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..492d5b5964ee45f15b82d0e5ed2feaaba65373de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=YEAR, measure_col=page_id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "YEAR", + "measure_col": "page_id", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ab88210b3f529c72d47b5b0f7619cc9ce317acc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-c8d1-7173-b7d6-c8e09dc37ce9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4355725b38b1d14a515ec3d3698f2c2aef2a66ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-c8d1-7173-b7d6-c8e09dc37ce9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..80d5a93ab459adf0ffbf8c479408d489406b56c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-d84f-7101-a7a5-c13589da8ae5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..497886b00418ba98c4e03aed51ed5263f8a93a8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-d84f-7101-a7a5-c13589da8ae5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4474ca6b76687e85/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bdc9ef153a4a8747b566af6bb9ddec67325bede4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8664, "bytes_utf8": 8664, "lines": 252, "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": 1755, "bytes_utf8": 1755, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14594, "cached_input_tokens": 13696, "output_tokens": 4045, "reasoning_output_tokens": 3404}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..84eeaa6e8c34b455ad34b91c13c98bb2fd5ed712 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_46aaa9bda2f2999b", + "api_calls": 0, + "input_tokens": 14594, + "cached_input_tokens": 13696, + "output_tokens": 4045, + "total_tokens": 18639, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 55224.21, + "sql_execution_elapsed_ms_total": 30.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b46ce0c2ffd64d2fea763a7150f20a7f799975f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:18.129159+00:00", + "ended_at": "2026-05-19T15:53:13.353410+00:00", + "elapsed_ms": 55224.21, + "prompt_metrics": { + "chars": 8664, + "bytes_utf8": 8664, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2433, + "bytes_utf8": 2433, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1755, + "bytes_utf8": 1755, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14594, + "cached_input_tokens": 13696, + "output_tokens": 4045, + "reasoning_output_tokens": 3404 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d29d8883e47f1be23ab79fa5977bda07d374877a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=EYE, measure_col=APPEARANCES.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "EYE", + "measure_col": "APPEARANCES", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fb5b70aeab38650b7a7df4a7bc4934de05d10a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-1cdc-7493-998f-e653811c423b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"EYE\\\",\\n CAST(\\\"APPEARANCES\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"EYE\\\" IS NOT NULL\\n AND TRIM(\\\"EYE\\\") <> ''\\n AND \\\"APPEARANCES\\\" IS NOT NULL\\n AND TRIM(\\\"APPEARANCES\\\") <> ''\\n AND TRIM(\\\"APPEARANCES\\\") NOT GLOB '*[^0-9]*'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"EYE\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"EYE\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"EYE\\\") AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"EYE\\\",\\n \\\"cnt\\\",\\n 1.0 + (95.0 * (\\\"cnt\\\" - 1)) / 100.0 AS \\\"p\\\",\\n 1 + CAST((95.0 * (\\\"cnt\\\" - 1)) / 100.0 AS INTEGER) AS \\\"lo\\\",\\n CASE\\n WHEN (95 * (\\\"cnt\\\" - 1)) % 100 = 0 THEN 1 + CAST((95.0 * (\\\"cnt\\\" - 1)) / 100.0 AS INTEGER)\\n ELSE 2 + CAST((95.0 * (\\\"cnt\\\" - 1)) / 100.0 AS INTEGER)\\n END AS \\\"hi\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n)\\nSELECT\\n \\\"pos\\\".\\\"EYE\\\",\\n CASE\\n WHEN \\\"pos\\\".\\\"lo\\\" = \\\"pos\\\".\\\"hi\\\" THEN \\\"lo_row\\\".\\\"measure\\\"\\n ELSE \\\"lo_row\\\".\\\"measure\\\" + (\\\"pos\\\".\\\"p\\\" - \\\"pos\\\".\\\"lo\\\") * (\\\"hi_row\\\".\\\"measure\\\" - \\\"lo_row\\\".\\\"measure\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"pos\\\"\\nJOIN \\\"ranked\\\" AS \\\"lo_row\\\"\\n ON \\\"lo_row\\\".\\\"EYE\\\" = \\\"pos\\\".\\\"EYE\\\"\\n AND \\\"lo_row\\\".\\\"rn\\\" = \\\"pos\\\".\\\"lo\\\"\\nJOIN \\\"ranked\\\" AS \\\"hi_row\\\"\\n ON \\\"hi_row\\\".\\\"EYE\\\" = \\\"pos\\\".\\\"EYE\\\"\\n AND \\\"hi_row\\\".\\\"rn\\\" = \\\"pos\\\".\\\"hi\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates PERCENTILE_CONT(0.95) in SQLite using window ranks and linear interpolation over CAST(\\\"APPEARANCES\\\" AS REAL); filters blank/null \\\"EYE\\\", blank/non-numeric \\\"APPEARANCES\\\", and keeps groups with at least 5 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14594,"cached_input_tokens":13696,"output_tokens":4045,"reasoning_output_tokens":3404}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dd3080a95206fed537c0032f6b340cf174a9d89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"EYE\",\n CAST(\"APPEARANCES\" AS REAL) AS \"measure\"\n FROM \"c16\"\n WHERE \"EYE\" IS NOT NULL\n AND TRIM(\"EYE\") <> ''\n AND \"APPEARANCES\" IS NOT NULL\n AND TRIM(\"APPEARANCES\") <> ''\n AND TRIM(\"APPEARANCES\") NOT GLOB '*[^0-9]*'\n),\n\"ranked\" AS (\n SELECT\n \"EYE\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"EYE\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"EYE\") AS \"cnt\"\n FROM \"base\"\n),\n\"pos\" AS (\n SELECT DISTINCT\n \"EYE\",\n \"cnt\",\n 1.0 + (95.0 * (\"cnt\" - 1)) / 100.0 AS \"p\",\n 1 + CAST((95.0 * (\"cnt\" - 1)) / 100.0 AS INTEGER) AS \"lo\",\n CASE\n WHEN (95 * (\"cnt\" - 1)) % 100 = 0 THEN 1 + CAST((95.0 * (\"cnt\" - 1)) / 100.0 AS INTEGER)\n ELSE 2 + CAST((95.0 * (\"cnt\" - 1)) / 100.0 AS INTEGER)\n END AS \"hi\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n)\nSELECT\n \"pos\".\"EYE\",\n CASE\n WHEN \"pos\".\"lo\" = \"pos\".\"hi\" THEN \"lo_row\".\"measure\"\n ELSE \"lo_row\".\"measure\" + (\"pos\".\"p\" - \"pos\".\"lo\") * (\"hi_row\".\"measure\" - \"lo_row\".\"measure\")\n END AS \"percentile_measure\"\nFROM \"pos\"\nJOIN \"ranked\" AS \"lo_row\"\n ON \"lo_row\".\"EYE\" = \"pos\".\"EYE\"\n AND \"lo_row\".\"rn\" = \"pos\".\"lo\"\nJOIN \"ranked\" AS \"hi_row\"\n ON \"hi_row\".\"EYE\" = \"pos\".\"EYE\"\n AND \"hi_row\".\"rn\" = \"pos\".\"hi\"\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates PERCENTILE_CONT(0.95) in SQLite using window ranks and linear interpolation over CAST(\"APPEARANCES\" AS REAL); filters blank/null \"EYE\", blank/non-numeric \"APPEARANCES\", and keeps groups with at least 5 rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_46aaa9bda2f2999b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0dc099fbc282a433a5be07b7fe03738063db93a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8794, "bytes_utf8": 8794, "lines": 256, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14645, "cached_input_tokens": 12032, "output_tokens": 341, "reasoning_output_tokens": 233}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4aae6fe81fd405635cb11ab288e1df246a7f2f1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_47d2b06a073346de", + "api_calls": 0, + "input_tokens": 14645, + "cached_input_tokens": 12032, + "output_tokens": 341, + "total_tokens": 14986, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19697.04, + "sql_execution_elapsed_ms_total": 2.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..200bd24f02acfb027a83a4f7c5dde142bf9868c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/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": "2026-05-19T15:42:02.031987+00:00", + "ended_at": "2026-05-19T15:42:21.729091+00:00", + "elapsed_ms": 19697.04, + "prompt_metrics": { + "chars": 8794, + "bytes_utf8": 8794, + "lines": 256, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1736, + "bytes_utf8": 1736, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 374, + "bytes_utf8": 374, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14645, + "cached_input_tokens": 12032, + "output_tokens": 341, + "reasoning_output_tokens": 233 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b63a52460d4874c103edd7cadb39f69e930dd01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,256 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c16", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=EYE, group_col_2=ALIVE.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "EYE", + "group_col_2": "ALIVE", + "predicate_col": "ALIGN", + "predicate_op": "=", + "predicate_value": "Good Characters", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eef952e36f36bdc2dfa21406242470a2447d0667 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40e6-b644-7103-854f-55c15e9dbbef"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15280. Please try again in 458ms. 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 1991869, Requested 15280. Please try again in 214ms. 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 15280. Please try again in 458ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"EYE\\\", \\\"ALIVE\\\", COUNT(*) AS row_count\\nFROM \\\"c16\\\"\\nWHERE \\\"ALIGN\\\" = 'Good Characters'\\nGROUP BY \\\"EYE\\\", \\\"ALIVE\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the required filtered two-dimensional group count template with group_col=\\\"EYE\\\", group_col_2=\\\"ALIVE\\\", and predicate ALIGN = 'Good Characters'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14645,"cached_input_tokens":12032,"output_tokens":341,"reasoning_output_tokens":233}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c04ee9769d4e97e86b5cda1aa3d2bbb8a48eba23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"EYE\", \"ALIVE\", COUNT(*) AS row_count\nFROM \"c16\"\nWHERE \"ALIGN\" = 'Good Characters'\nGROUP BY \"EYE\", \"ALIVE\"\nORDER BY row_count DESC;","notes":"Uses the required filtered two-dimensional group count template with group_col=\"EYE\", group_col_2=\"ALIVE\", and predicate ALIGN = 'Good Characters'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_47d2b06a073346de/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ba1bace60fcd1c37a40e5a1ccfefdc97625073a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9036, "bytes_utf8": 9036, "lines": 252, "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": 872, "bytes_utf8": 872, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14691, "cached_input_tokens": 12032, "output_tokens": 1038, "reasoning_output_tokens": 778}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f1c2dacd639b35da20fd26a288ecd9e61b2fdd25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_4aae0650ea810862", + "api_calls": 0, + "input_tokens": 14691, + "cached_input_tokens": 12032, + "output_tokens": 1038, + "total_tokens": 15729, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17636.8, + "sql_execution_elapsed_ms_total": 2.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a2236b439df6d2c0df566e8d776488816839c93d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/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": "2026-05-19T15:48:58.070871+00:00", + "ended_at": "2026-05-19T15:49:15.707696+00:00", + "elapsed_ms": 17636.8, + "prompt_metrics": { + "chars": 9036, + "bytes_utf8": 9036, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1320, + "bytes_utf8": 1320, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 872, + "bytes_utf8": 872, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14691, + "cached_input_tokens": 12032, + "output_tokens": 1038, + "reasoning_output_tokens": 778 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5353d8191f76c4294b04dfda8eb37c87783b1f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=EYE, measure_col=page_id.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "EYE", + "measure_col": "page_id", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 187526.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cc93630a86ff0d9e46f6a14b9a47e2ddb1f2b42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-0f6d-7a10-acf0-c912c38e3101"} +{"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 \\\"EYE\\\", SUM(CAST(\\\"page_id\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"EYE\\\" IS NOT NULL\\n AND \\\"EYE\\\" <> ''\\n AND \\\"page_id\\\" IS NOT NULL\\n AND \\\"page_id\\\" <> ''\\n GROUP BY \\\"EYE\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"EYE\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\\\"EYE\\\" and measure_col=\\\"page_id\\\". Because \\\"page_id\\\" is stored as TEXT, it is cast to REAL for SUM(), and null/empty \\\"EYE\\\" and \\\"page_id\\\" values are excluded to keep the grouped view stable.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14691,"cached_input_tokens":12032,"output_tokens":1038,"reasoning_output_tokens":778}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ea83a7d162c1da7bf09c89bd777cd67999fa802 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"EYE\", SUM(CAST(\"page_id\" AS REAL)) AS \"group_value\"\n FROM \"c16\"\n WHERE \"EYE\" IS NOT NULL\n AND \"EYE\" <> ''\n AND \"page_id\" IS NOT NULL\n AND \"page_id\" <> ''\n GROUP BY \"EYE\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"EYE\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;","notes":"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\"EYE\" and measure_col=\"page_id\". Because \"page_id\" is stored as TEXT, it is cast to REAL for SUM(), and null/empty \"EYE\" and \"page_id\" values are excluded to keep the grouped view stable."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4aae0650ea810862/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..89cc875552c060a7066b5020cf535a454e98bc26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/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": "2026-05-19T16:06:40.010900+00:00", + "ended_at": "2026-05-19T16:06:43.347863+00:00", + "elapsed_ms": 3336.94, + "returncode": 1, + "prompt_metrics": { + "chars": 8470, + "bytes_utf8": 8470, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff480ca56d12dbe471d85e14c2de12d0ebc68885 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/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": "2026-05-19T16:06:44.349515+00:00", + "ended_at": "2026-05-19T16:06:47.459129+00:00", + "elapsed_ms": 3109.58, + "returncode": 1, + "prompt_metrics": { + "chars": 8470, + "bytes_utf8": 8470, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e97095fa39b3fc7513a92e842d9628a17451823 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=HAIR.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "HAIR", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e97095fa39b3fc7513a92e842d9628a17451823 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=HAIR.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "HAIR", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f38aa3ffb711fb98a125accb29635a6b1ab21556 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-43a4-70a2-8180-4c502211ee87"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc1f06dd84d88638d06918c4f10e73c3e8d01587 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-43a4-70a2-8180-4c502211ee87"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecdb97ef137a91874613c8478c67afe1ae8d7350 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-5485-7230-88d2-003e139b93d4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5c8072acdfa4c183e1a5ebe3a689ac714ddbc13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-5485-7230-88d2-003e139b93d4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4cc5e24b4f6a97f5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f611eb58f3b9317f42b45d9dd012b495a86b9359 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8668, "bytes_utf8": 8668, "lines": 252, "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": 8668, "bytes_utf8": 8668, "lines": 252, "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": 2116, "bytes_utf8": 2116, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14592, "cached_input_tokens": 12032, "output_tokens": 4498, "reasoning_output_tokens": 3800}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0c9739f47eda6babe572d6b29c0130fdf3afd330 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_4d071bc74ec8924a", + "api_calls": 0, + "input_tokens": 14592, + "cached_input_tokens": 12032, + "output_tokens": 4498, + "total_tokens": 19090, + "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": 71789.55, + "sql_execution_elapsed_ms_total": 51.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ecc1acd6807522c34b263bd14d238fb10fed5b25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:15.695691+00:00", + "ended_at": "2026-05-19T15:58:19.130535+00:00", + "elapsed_ms": 3434.82, + "returncode": 1, + "prompt_metrics": { + "chars": 8668, + "bytes_utf8": 8668, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..74e1789553dd3cdb881d0edd1eb113bfe172c6cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/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": "2026-05-19T15:58:20.132860+00:00", + "ended_at": "2026-05-19T15:59:28.487644+00:00", + "elapsed_ms": 68354.73, + "prompt_metrics": { + "chars": 8668, + "bytes_utf8": 8668, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2794, + "bytes_utf8": 2794, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2116, + "bytes_utf8": 2116, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14592, + "cached_input_tokens": 12032, + "output_tokens": 4498, + "reasoning_output_tokens": 3800 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dde367931e70e442043214b83d78fc49da31d07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ALIGN, measure_col=APPEARANCES.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ALIGN", + "measure_col": "APPEARANCES", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dde367931e70e442043214b83d78fc49da31d07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ALIGN, measure_col=APPEARANCES.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ALIGN", + "measure_col": "APPEARANCES", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..83861d9a68ea2d115efbd6946be7992542f2babc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-91a8-7da0-941a-71f77ac294ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..009476de520b6ff5cba89bda6d7bd014f803f3d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-91a8-7da0-941a-71f77ac294ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e75d127fb20cbea066a15d3c7f0064bbc99e24aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-a2e8-74e0-8857-19be9c18ffe5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"ALIGN\\\" AS \\\"group_col\\\",\\n CAST(\\\"APPEARANCES\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"ALIGN\\\" IS NOT NULL\\n AND TRIM(\\\"ALIGN\\\") <> ''\\n AND \\\"APPEARANCES\\\" IS NOT NULL\\n AND TRIM(\\\"APPEARANCES\\\") <> ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_col\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_col\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n \\\"cnt\\\",\\n (95 * \\\"cnt\\\" + 5) AS \\\"pos_num\\\",\\n CAST((95 * \\\"cnt\\\" + 5) / 100 AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (95 * \\\"cnt\\\" + 5) % 100 = 0 THEN CAST((95 * \\\"cnt\\\" + 5) / 100 AS INTEGER)\\n ELSE CAST((95 * \\\"cnt\\\" + 5) / 100 AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"group_col\\\",\\n p.\\\"pos_num\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"measure\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN r.\\\"measure\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"params\\\" AS p\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"group_col\\\" = p.\\\"group_col\\\"\\n GROUP BY\\n p.\\\"group_col\\\",\\n p.\\\"pos_num\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"ALIGN\\\",\\n CASE\\n WHEN \\\"lower_val\\\" IS NULL THEN NULL\\n WHEN \\\"upper_val\\\" IS NULL OR \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + ((\\\"pos_num\\\" % 100) / 100.0) * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"ALIGN\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the continuous 95th percentile for each \\\"ALIGN\\\" group using window functions over CAST(\\\"APPEARANCES\\\" AS REAL). Blank/null \\\"ALIGN\\\" and \\\"APPEARANCES\\\" values are excluded, and only groups with at least 5 rows are kept.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14592,"cached_input_tokens":12032,"output_tokens":4498,"reasoning_output_tokens":3800}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5eb8cadab67ab60dd6f37683826c9e7658b28fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"ALIGN\" AS \"group_col\",\n CAST(\"APPEARANCES\" AS REAL) AS \"measure\"\n FROM \"c16\"\n WHERE \"ALIGN\" IS NOT NULL\n AND TRIM(\"ALIGN\") <> ''\n AND \"APPEARANCES\" IS NOT NULL\n AND TRIM(\"APPEARANCES\") <> ''\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_col\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_col\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"params\" AS (\n SELECT DISTINCT\n \"group_col\",\n \"cnt\",\n (95 * \"cnt\" + 5) AS \"pos_num\",\n CAST((95 * \"cnt\" + 5) / 100 AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (95 * \"cnt\" + 5) % 100 = 0 THEN CAST((95 * \"cnt\" + 5) / 100 AS INTEGER)\n ELSE CAST((95 * \"cnt\" + 5) / 100 AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n),\n\"picked\" AS (\n SELECT\n p.\"group_col\",\n p.\"pos_num\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"measure\" END) AS \"lower_val\",\n MAX(CASE WHEN r.\"rn\" = p.\"upper_rn\" THEN r.\"measure\" END) AS \"upper_val\"\n FROM \"params\" AS p\n JOIN \"ranked\" AS r\n ON r.\"group_col\" = p.\"group_col\"\n GROUP BY\n p.\"group_col\",\n p.\"pos_num\",\n p.\"lower_rn\",\n p.\"upper_rn\"\n)\nSELECT\n \"group_col\" AS \"ALIGN\",\n CASE\n WHEN \"lower_val\" IS NULL THEN NULL\n WHEN \"upper_val\" IS NULL OR \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + ((\"pos_num\" % 100) / 100.0) * (\"upper_val\" - \"lower_val\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC, \"ALIGN\" ASC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the continuous 95th percentile for each \"ALIGN\" group using window functions over CAST(\"APPEARANCES\" AS REAL). Blank/null \"ALIGN\" and \"APPEARANCES\" values are excluded, and only groups with at least 5 rows are kept."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4d071bc74ec8924a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74125df1f60a8f64f71382dfd96a806eee49dddb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9040, "bytes_utf8": 9040, "lines": 252, "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": 807, "bytes_utf8": 807, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14694, "cached_input_tokens": 13696, "output_tokens": 683, "reasoning_output_tokens": 455}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ce177da18516594e7cefd3d1786c8011e46d8b5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_4dfa9069cbfb714c", + "api_calls": 0, + "input_tokens": 14694, + "cached_input_tokens": 13696, + "output_tokens": 683, + "total_tokens": 15377, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16620.46, + "sql_execution_elapsed_ms_total": 6.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1eca285bbcb3463bb6ce6fae5701dbb549f39a43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:15.714406+00:00", + "ended_at": "2026-05-19T15:49:32.334896+00:00", + "elapsed_ms": 16620.46, + "prompt_metrics": { + "chars": 9040, + "bytes_utf8": 9040, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1198, + "bytes_utf8": 1198, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 807, + "bytes_utf8": 807, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14694, + "cached_input_tokens": 13696, + "output_tokens": 683, + "reasoning_output_tokens": 455 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07ab1b659b93afbf4d15cd2187a9d1cd87798edf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=HAIR, measure_col=APPEARANCES.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "HAIR", + "measure_col": "APPEARANCES", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c05b1af91f8f45210e1c14dad9c0fe1329531eeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-5456-74e1-a23c-882ec870acde"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n \\\"HAIR\\\",\\n SUM(CAST(\\\"APPEARANCES\\\" AS REAL)) AS group_value\\n FROM \\\"c16\\\"\\n WHERE \\\"HAIR\\\" IS NOT NULL\\n AND TRIM(\\\"HAIR\\\") <> ''\\n AND \\\"APPEARANCES\\\" IS NOT NULL\\n AND TRIM(\\\"APPEARANCES\\\") <> ''\\n GROUP BY \\\"HAIR\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT\\n g.\\\"HAIR\\\",\\n g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the required relative-to-total threshold template with group_col=\\\"HAIR\\\" and measure_col=\\\"APPEARANCES\\\", casting the text measure to REAL and filtering blank/missing values for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14694,"cached_input_tokens":13696,"output_tokens":683,"reasoning_output_tokens":455}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a48f41dc0135f090597e63c567ea302400ae28a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"HAIR\",\n SUM(CAST(\"APPEARANCES\" AS REAL)) AS group_value\n FROM \"c16\"\n WHERE \"HAIR\" IS NOT NULL\n AND TRIM(\"HAIR\") <> ''\n AND \"APPEARANCES\" IS NOT NULL\n AND TRIM(\"APPEARANCES\") <> ''\n GROUP BY \"HAIR\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT\n g.\"HAIR\",\n g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Uses the required relative-to-total threshold template with group_col=\"HAIR\" and measure_col=\"APPEARANCES\", casting the text measure to REAL and filtering blank/missing values for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4dfa9069cbfb714c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58d9e93e57f4bc83b0ed54f85a85fd6578624a85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8885, "bytes_utf8": 8885, "lines": 254, "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": 570, "bytes_utf8": 570, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14669, "cached_input_tokens": 13696, "output_tokens": 687, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b9c46d03bba6f97d94e6afe584f738f92ece4f76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_4f2787966423a76a", + "api_calls": 0, + "input_tokens": 14669, + "cached_input_tokens": 13696, + "output_tokens": 687, + "total_tokens": 15356, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14097.48, + "sql_execution_elapsed_ms_total": 53.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b222c445c52b9cf233ef2f9b19b0f8bdbed3f401 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:25.245591+00:00", + "ended_at": "2026-05-19T15:33:39.343121+00:00", + "elapsed_ms": 14097.48, + "prompt_metrics": { + "chars": 8885, + "bytes_utf8": 8885, + "lines": 254, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 968, + "bytes_utf8": 968, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 570, + "bytes_utf8": 570, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14669, + "cached_input_tokens": 13696, + "output_tokens": 687, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dac1e85679425ec71f47fe7a3db92b26eed86a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,254 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SEX, measure_col=page_id.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "SEX", + "measure_col": "page_id", + "item_col": "name", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5147d4e01036e53b26f56589b8d0e5e0107c3dc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-d39a-7711-aad7-02e0421c0bf3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"SEX\\\",\\n \\\"name\\\",\\n SUM(CAST(\\\"page_id\\\" AS NUMERIC)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"page_id\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"page_id\\\" AS NUMERIC))) OVER (PARTITION BY \\\"SEX\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c16\\\"\\nGROUP BY \\\"SEX\\\", \\\"name\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Uses the planned within-group share template with group_col=\\\"SEX\\\", item_col=\\\"name\\\", and measure_col=\\\"page_id\\\". CAST is applied because \\\"page_id\\\" is stored as TEXT in the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14669,"cached_input_tokens":13696,"output_tokens":687,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd99967c56492c5d761cf326cc7cb8656fbf618b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"SEX\",\n \"name\",\n SUM(CAST(\"page_id\" AS NUMERIC)) AS \"total_measure\",\n SUM(CAST(\"page_id\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"page_id\" AS NUMERIC))) OVER (PARTITION BY \"SEX\") AS \"share_within_group\"\nFROM \"c16\"\nGROUP BY \"SEX\", \"name\"\nORDER BY \"share_within_group\" DESC;","notes":"Uses the planned within-group share template with group_col=\"SEX\", item_col=\"name\", and measure_col=\"page_id\". CAST is applied because \"page_id\" is stored as TEXT in the SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f2787966423a76a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d8e7a33ac58d933f95d15045dcb54a3e750dbcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/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": "2026-05-19T16:06:23.971132+00:00", + "ended_at": "2026-05-19T16:06:27.427342+00:00", + "elapsed_ms": 3456.18, + "returncode": 1, + "prompt_metrics": { + "chars": 8472, + "bytes_utf8": 8472, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..23137edff08e07a46484850a1bdcbf026a78c40d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/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": "2026-05-19T16:06:28.429788+00:00", + "ended_at": "2026-05-19T16:06:32.746750+00:00", + "elapsed_ms": 4316.92, + "returncode": 1, + "prompt_metrics": { + "chars": 8472, + "bytes_utf8": 8472, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84ac40dcec83cf8cfd9e8d08f0dc3264c9ec53d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=EYE.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "EYE", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..84ac40dcec83cf8cfd9e8d08f0dc3264c9ec53d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=EYE.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "EYE", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ed1ad2c22086aa82f6d1e7d58c66a233dc07859 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-04f8-7780-91b8-f24db4a2ace2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..edcd44d749b32a1acef819c28f3d74395045fa51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-04f8-7780-91b8-f24db4a2ace2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddbb8f1bc06fc4fa06e72f22cc4f616e75408bf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-163b-7803-b734-e6fe2add0177"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..79fe585a1399eac861ef0720e33522dde0a1f18d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-163b-7803-b734-e6fe2add0177"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_4f98d28c3a09bfad/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..73c2989f41e46ec15c7c26537995911a2c2e426e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:30.189413+00:00", + "ended_at": "2026-05-19T16:09:33.316300+00:00", + "elapsed_ms": 3126.86, + "returncode": 1, + "prompt_metrics": { + "chars": 8569, + "bytes_utf8": 8569, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d10a1ee8a28f0187b0921a22f9ba2038f6147aba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:34.318884+00:00", + "ended_at": "2026-05-19T16:09:37.508500+00:00", + "elapsed_ms": 3189.57, + "returncode": 1, + "prompt_metrics": { + "chars": 8569, + "bytes_utf8": 8569, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8710fc09ccaa88817eaff3d8bb35ee05d9ac43c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=SEX, measure_col=APPEARANCES.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "SEX", + "measure_col": "APPEARANCES", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8710fc09ccaa88817eaff3d8bb35ee05d9ac43c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=SEX, measure_col=APPEARANCES.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "SEX", + "measure_col": "APPEARANCES", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e502cc4546e669a522d82e4095785d4a7df57d95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-dc4d-7cf0-a055-81ce82ff6453"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aab99b27399190bbf1ac80e5f4e34c98dc5a64b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-dc4d-7cf0-a055-81ce82ff6453"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2700efb82eb88687fe69064ba86f5209392065f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-ec92-7e53-bc0d-51f426f726ab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..db5b4d1ae586711b6e9df7b5f18305499e6a340d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-ec92-7e53-bc0d-51f426f726ab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_510c9d4b68c7460b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4af9feaef7c75ece5c84ea224db0fb04c792c18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8395, "bytes_utf8": 8395, "lines": 250, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 259, "bytes_utf8": 259, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14526, "cached_input_tokens": 12032, "output_tokens": 171, "reasoning_output_tokens": 98}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0d9e374d107ff23ca30768e99e9e5445147388b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_51ed98fba7792934", + "api_calls": 0, + "input_tokens": 14526, + "cached_input_tokens": 12032, + "output_tokens": 171, + "total_tokens": 14697, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11797.4, + "sql_execution_elapsed_ms_total": 5.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f75d09a91050cdfcbb9bb583654bc5afbad62a6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:29.443669+00:00", + "ended_at": "2026-05-19T15:31:41.241102+00:00", + "elapsed_ms": 11797.4, + "prompt_metrics": { + "chars": 8395, + "bytes_utf8": 8395, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 933, + "bytes_utf8": 933, + "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": 259, + "bytes_utf8": 259, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14526, + "cached_input_tokens": 12032, + "output_tokens": 171, + "reasoning_output_tokens": 98 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f08d71089f4dbfea91945193f3f58e2cfe82724 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c16", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ALIVE.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "ALIVE", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b77addb18592b47dfe034aa60f55f1d5a653339 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dd-0f22-7c42-8ca7-5c3eab1c7be2"} +{"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 1988198, Requested 15161. Please try again in 100ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"ALIVE\\\", COUNT(*) AS row_count\\nFROM \\\"c16\\\"\\nGROUP BY \\\"ALIVE\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the required grouped-count template with group_col bound to ALIVE on the single table c16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14526,"cached_input_tokens":12032,"output_tokens":171,"reasoning_output_tokens":98}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2276c53d41978eb363c10844d7a71cca3cb50eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"ALIVE\", COUNT(*) AS row_count\nFROM \"c16\"\nGROUP BY \"ALIVE\"\nORDER BY row_count DESC;","notes":"Uses the required grouped-count template with group_col bound to ALIVE on the single table c16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_51ed98fba7792934/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1d593ce53ad2c39c3036b7f982a9a223e20ee5b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:07.714388+00:00", + "ended_at": "2026-05-19T15:58:11.423146+00:00", + "elapsed_ms": 3708.72, + "returncode": 1, + "prompt_metrics": { + "chars": 8664, + "bytes_utf8": 8664, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..50383590b5d8fe40316e265577c4174a571f9ad0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:12.425745+00:00", + "ended_at": "2026-05-19T15:58:15.692753+00:00", + "elapsed_ms": 3266.96, + "returncode": 1, + "prompt_metrics": { + "chars": 8664, + "bytes_utf8": 8664, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7a9117230efba4fa838ee45322449f568f9362c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ALIGN, measure_col=APPEARANCES.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ALIGN", + "measure_col": "APPEARANCES", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7a9117230efba4fa838ee45322449f568f9362c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ALIGN, measure_col=APPEARANCES.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ALIGN", + "measure_col": "APPEARANCES", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef4a62c2f95658ef5130fb1b6ef3e4d9fabae79c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-7285-7e70-af59-23ef78345650"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06b0084ea147018f62d2056c8eab4b8ecc26b351 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-7285-7e70-af59-23ef78345650"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e8a400bc33e20a7dd42ee2d2b8655ff56997983 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-84d2-75e2-9b15-e65799b3672e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bb0626305dafc774123545dd3c6940d145acc63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-84d2-75e2-9b15-e65799b3672e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_52801a8e104166b5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d3949def166e50fa860a7df68d1416c5d70191e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8796, "bytes_utf8": 8796, "lines": 256, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14646, "cached_input_tokens": 13696, "output_tokens": 318, "reasoning_output_tokens": 204}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4aaf32a0b359d5cf8a7b7a7ab4c8f2b7f1605ce6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_579ab388bd086826", + "api_calls": 0, + "input_tokens": 14646, + "cached_input_tokens": 13696, + "output_tokens": 318, + "total_tokens": 14964, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14143.45, + "sql_execution_elapsed_ms_total": 2.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa18173fe66f0f1d39d6c7fd488ec95119e9a23f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:00.477964+00:00", + "ended_at": "2026-05-19T15:43:14.621439+00:00", + "elapsed_ms": 14143.45, + "prompt_metrics": { + "chars": 8796, + "bytes_utf8": 8796, + "lines": 256, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1089, + "bytes_utf8": 1089, + "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": 389, + "bytes_utf8": 389, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14646, + "cached_input_tokens": 13696, + "output_tokens": 318, + "reasoning_output_tokens": 204 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80120b7dd4700de10e401f2c5321efadde64066c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,256 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c16", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=HAIR, group_col_2=ALIVE.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "HAIR", + "group_col_2": "ALIVE", + "predicate_col": "GSM", + "predicate_op": "=", + "predicate_value": "Homosexual Characters", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d2aac7de1c9e9f4091ca3747b1a2daaf8483011 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e7-9a8f-75d3-a384-457d6e836836"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15281. Please try again in 458ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"HAIR\\\", \\\"ALIVE\\\", COUNT(*) AS row_count\\nFROM \\\"c16\\\"\\nWHERE \\\"GSM\\\" = 'Homosexual Characters'\\nGROUP BY \\\"HAIR\\\", \\\"ALIVE\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the required filtered two-dimensional group count template with group_col=\\\"HAIR\\\", group_col_2=\\\"ALIVE\\\", and predicate \\\"GSM\\\" = 'Homosexual Characters'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14646,"cached_input_tokens":13696,"output_tokens":318,"reasoning_output_tokens":204}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3e01ceb4858596d7a01b614c0b5129490ba2124 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"HAIR\", \"ALIVE\", COUNT(*) AS row_count\nFROM \"c16\"\nWHERE \"GSM\" = 'Homosexual Characters'\nGROUP BY \"HAIR\", \"ALIVE\"\nORDER BY row_count DESC;","notes":"Uses the required filtered two-dimensional group count template with group_col=\"HAIR\", group_col_2=\"ALIVE\", and predicate \"GSM\" = 'Homosexual Characters'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_579ab388bd086826/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60e7150e1e3493c0aa2b46d511a44269f238a283 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8737, "bytes_utf8": 8737, "lines": 255, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14612, "cached_input_tokens": 12032, "output_tokens": 584, "reasoning_output_tokens": 473}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..474115064fdaaf01d97245f6b1a2aa147564fbce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_58f898d64876a4ab", + "api_calls": 0, + "input_tokens": 14612, + "cached_input_tokens": 12032, + "output_tokens": 584, + "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": 13389.01, + "sql_execution_elapsed_ms_total": 4.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..749b639a4fcdb3a0eb8c23377a89a5a399811263 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/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": "2026-05-19T16:02:39.121317+00:00", + "ended_at": "2026-05-19T16:02:52.510357+00:00", + "elapsed_ms": 13389.01, + "prompt_metrics": { + "chars": 8737, + "bytes_utf8": 8737, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 740, + "bytes_utf8": 740, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 377, + "bytes_utf8": 377, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14612, + "cached_input_tokens": 12032, + "output_tokens": 584, + "reasoning_output_tokens": 473 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba432d9cfdc88885ec225f131d54c5142a4062db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=HAIR, condition_col=GSM.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "HAIR", + "condition_col": "GSM", + "condition_value": "", + "positive_value": "", + "negative_value": "Homosexual Characters", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..92b489c851a9e872fa1c2cd114625d81446a8a80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-9688-79e3-996a-3c7c34cee2e0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"HAIR\\\",\\n AVG(CASE WHEN \\\"GSM\\\" = '' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c16\\\"\\nGROUP BY \\\"HAIR\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with group_col=\\\"HAIR\\\" and condition_col=\\\"GSM\\\", treating the bound condition_value as the empty string.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14612,"cached_input_tokens":12032,"output_tokens":584,"reasoning_output_tokens":473}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f929386b442a9bc869cc8cfc5d508a34094eb883 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"HAIR\",\n AVG(CASE WHEN \"GSM\" = '' THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"c16\"\nGROUP BY \"HAIR\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the Grouped Condition Rate template with group_col=\"HAIR\" and condition_col=\"GSM\", treating the bound condition_value as the empty string."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_58f898d64876a4ab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c5af831393a212a21a696625ac3e6db0b9a12aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8662, "bytes_utf8": 8662, "lines": 252, "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": 1733, "bytes_utf8": 1733, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14589, "cached_input_tokens": 13696, "output_tokens": 1081, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..34dc682ba8307da634ca716cf5f9fc1cbdae928a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_5963cafd9cc76bc4", + "api_calls": 0, + "input_tokens": 14589, + "cached_input_tokens": 13696, + "output_tokens": 1081, + "total_tokens": 15670, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18384.85, + "sql_execution_elapsed_ms_total": 44.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..48517fccb8e6e0cf8b658814d839c0bf85ef1748 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/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": "2026-05-19T15:50:18.110649+00:00", + "ended_at": "2026-05-19T15:50:36.495524+00:00", + "elapsed_ms": 18384.85, + "prompt_metrics": { + "chars": 8662, + "bytes_utf8": 8662, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2341, + "bytes_utf8": 2341, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1733, + "bytes_utf8": 1733, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14589, + "cached_input_tokens": 13696, + "output_tokens": 1081, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..227c18cd1a22e7e72a2ad0b8fdb4fb549f364dc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ALIGN, measure_col=page_id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ALIGN", + "measure_col": "page_id", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ce8e8d261607f7c47b327a83d7e1c07a21a9ea5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-4805-7c61-9602-7d2a4f18f131"} +{"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 \\\"ALIGN\\\" AS \\\"group_col\\\",\\n CAST(\\\"page_id\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ALIGN\\\"\\n ORDER BY CAST(\\\"page_id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ALIGN\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"ALIGN\\\" IS NOT NULL\\n AND \\\"page_id\\\" IS NOT NULL\\n AND TRIM(\\\"page_id\\\") <> ''\\n),\\n\\\"bounds\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n (1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS \\\"target_pos\\\",\\n CAST(FLOOR(1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(CEIL(1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER) AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n o.\\\"group_col\\\",\\n b.\\\"target_pos\\\",\\n b.\\\"lower_rn\\\",\\n b.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN o.\\\"measure_col\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"upper_rn\\\" THEN o.\\\"measure_col\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"ordered\\\" AS o\\n JOIN \\\"bounds\\\" AS b\\n ON o.\\\"group_col\\\" = b.\\\"group_col\\\"\\n GROUP BY\\n o.\\\"group_col\\\",\\n b.\\\"target_pos\\\",\\n b.\\\"lower_rn\\\",\\n b.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"ALIGN\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + ((\\\"target_pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible rewrite of the grouped percentile template using window functions to emulate PERCENTILE_CONT(0.95). \\\"page_id\\\" is cast from TEXT to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14589,"cached_input_tokens":13696,"output_tokens":1081,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8bbc9635f092db899607fde6ff0b13e46f500c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"ALIGN\" AS \"group_col\",\n CAST(\"page_id\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ALIGN\"\n ORDER BY CAST(\"page_id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ALIGN\"\n ) AS \"cnt\"\n FROM \"c16\"\n WHERE \"ALIGN\" IS NOT NULL\n AND \"page_id\" IS NOT NULL\n AND TRIM(\"page_id\") <> ''\n),\n\"bounds\" AS (\n SELECT DISTINCT\n \"group_col\",\n (1.0 + (0.95 * (\"cnt\" - 1))) AS \"target_pos\",\n CAST(FLOOR(1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER) AS \"lower_rn\",\n CAST(CEIL(1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER) AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"picked\" AS (\n SELECT\n o.\"group_col\",\n b.\"target_pos\",\n b.\"lower_rn\",\n b.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = b.\"lower_rn\" THEN o.\"measure_col\" END) AS \"lower_val\",\n MAX(CASE WHEN o.\"rn\" = b.\"upper_rn\" THEN o.\"measure_col\" END) AS \"upper_val\"\n FROM \"ordered\" AS o\n JOIN \"bounds\" AS b\n ON o.\"group_col\" = b.\"group_col\"\n GROUP BY\n o.\"group_col\",\n b.\"target_pos\",\n b.\"lower_rn\",\n b.\"upper_rn\"\n)\nSELECT\n \"group_col\" AS \"ALIGN\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + ((\"target_pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\"))\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible rewrite of the grouped percentile template using window functions to emulate PERCENTILE_CONT(0.95). \"page_id\" is cast from TEXT to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5963cafd9cc76bc4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0528e572b6a3be226333c99403586db24a92166 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9025, "bytes_utf8": 9025, "lines": 252, "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": 662, "bytes_utf8": 662, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14685, "cached_input_tokens": 12032, "output_tokens": 607, "reasoning_output_tokens": 428}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0099b6b8e7730309d8bce73b050fa7e16f831b81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_5b52940ee7a88fb3", + "api_calls": 0, + "input_tokens": 14685, + "cached_input_tokens": 12032, + "output_tokens": 607, + "total_tokens": 15292, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16696.34, + "sql_execution_elapsed_ms_total": 4.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a60906a7d90777dfb0bdf25e40677f7537045bf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:45.043216+00:00", + "ended_at": "2026-05-19T15:50:01.739596+00:00", + "elapsed_ms": 16696.34, + "prompt_metrics": { + "chars": 9025, + "bytes_utf8": 9025, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1038, + "bytes_utf8": 1038, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 662, + "bytes_utf8": 662, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14685, + "cached_input_tokens": 12032, + "output_tokens": 607, + "reasoning_output_tokens": 428 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e11bd29d8e66ba044f85865f22fac3c7e61b457 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=SEX, measure_col=YEAR.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "SEX", + "measure_col": "YEAR", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..268da98d7a3de627846c7b8fd94644be540ab170 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-c6da-7fd1-acb6-04ec24e7dd2c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"SEX\\\", SUM(CAST(NULLIF(\\\"YEAR\\\", '') AS INTEGER)) AS group_value\\n FROM \\\"c16\\\"\\n WHERE NULLIF(\\\"YEAR\\\", '') IS NOT NULL\\n GROUP BY \\\"SEX\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"SEX\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided template with group_col=\\\"SEX\\\" and measure_col=\\\"YEAR\\\". Since \\\"YEAR\\\" is stored as TEXT in SQLite, the query casts non-empty values to INTEGER before summing.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14685,"cached_input_tokens":12032,"output_tokens":607,"reasoning_output_tokens":428}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a93801d0c61009c3bc6a9dda865f3c242faace15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"SEX\", SUM(CAST(NULLIF(\"YEAR\", '') AS INTEGER)) AS group_value\n FROM \"c16\"\n WHERE NULLIF(\"YEAR\", '') IS NOT NULL\n GROUP BY \"SEX\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"SEX\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Applied the provided template with group_col=\"SEX\" and measure_col=\"YEAR\". Since \"YEAR\" is stored as TEXT in SQLite, the query casts non-empty values to INTEGER before summing."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5b52940ee7a88fb3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6102ffc7ba4fe4d5f42e8f9c237f33a0fba31c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8470, "bytes_utf8": 8470, "lines": 250, "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": 8470, "bytes_utf8": 8470, "lines": 250, "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": 328, "bytes_utf8": 328, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14563, "cached_input_tokens": 12032, "output_tokens": 244, "reasoning_output_tokens": 151}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..caa2e9faf967445b91cf7b4920d882d6bc3124a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_5d08efd2e867983c", + "api_calls": 0, + "input_tokens": 14563, + "cached_input_tokens": 12032, + "output_tokens": 244, + "total_tokens": 14807, + "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": 11023.97, + "sql_execution_elapsed_ms_total": 2.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d52c20092815ef12643406cd6e0b2fa234c72d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:16.504027+00:00", + "ended_at": "2026-05-19T16:07:19.255759+00:00", + "elapsed_ms": 2751.71, + "returncode": 1, + "prompt_metrics": { + "chars": 8470, + "bytes_utf8": 8470, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d51c5fdcd9847faef8c50a0597da7fd67a3512a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:20.257855+00:00", + "ended_at": "2026-05-19T16:07:28.530157+00:00", + "elapsed_ms": 8272.26, + "prompt_metrics": { + "chars": 8470, + "bytes_utf8": 8470, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 677, + "bytes_utf8": 677, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 328, + "bytes_utf8": 328, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14563, + "cached_input_tokens": 12032, + "output_tokens": 244, + "reasoning_output_tokens": 151 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b097a8811657636e5ca2c11c3092dfe26b8ea0db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ALIVE.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ALIVE", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b097a8811657636e5ca2c11c3092dfe26b8ea0db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ALIVE.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ALIVE", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f8712034b499d40dfe8cdc946d939e79e37168f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-d213-7640-931c-153c99072f4c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b528e0885fe91e7564221e0ef8dda718dbc7bf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-d213-7640-931c-153c99072f4c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a1e4fed7567249bfc74b5b4781fd65dac649322 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-e0ba-75b0-bcdc-f7a1aba690ec"} +{"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 \\\"ALIVE\\\",\\n COUNT(*) AS support\\nFROM \\\"c16\\\"\\nGROUP BY \\\"ALIVE\\\"\\nORDER BY support ASC, \\\"ALIVE\\\"\\nLIMIT 14;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to ALIVE, returning the least-supported ALIVE categories first.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14563,"cached_input_tokens":12032,"output_tokens":244,"reasoning_output_tokens":151}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..91c7592baabe20a0b0cbda8c5d0b40c0db5ff376 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"ALIVE\",\n COUNT(*) AS support\nFROM \"c16\"\nGROUP BY \"ALIVE\"\nORDER BY support ASC, \"ALIVE\"\nLIMIT 14;","notes":"Applies the Low-Support Group Count template with group_col bound to ALIVE, returning the least-supported ALIVE categories first."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5d08efd2e867983c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..09b67346ac6206d2231d115b8d0199efd880f403 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8767, "bytes_utf8": 8767, "lines": 255, "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": 424, "bytes_utf8": 424, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14614, "cached_input_tokens": 12032, "output_tokens": 542, "reasoning_output_tokens": 429}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..16a1c3f05ea0056879d4274fe02ca10d090dc309 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_5e19af4d1c014765", + "api_calls": 0, + "input_tokens": 14614, + "cached_input_tokens": 12032, + "output_tokens": 542, + "total_tokens": 15156, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13191.33, + "sql_execution_elapsed_ms_total": 3.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6b0c940a415d1b51bf6e2a47a876b9447d6300ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/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": "2026-05-19T16:01:59.740706+00:00", + "ended_at": "2026-05-19T16:02:12.932061+00:00", + "elapsed_ms": 13191.33, + "prompt_metrics": { + "chars": 8767, + "bytes_utf8": 8767, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 783, + "bytes_utf8": 783, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 424, + "bytes_utf8": 424, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14614, + "cached_input_tokens": 12032, + "output_tokens": 542, + "reasoning_output_tokens": 429 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4336ec6a04ee9580d4060a59706379bf3a10169b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ALIGN, condition_col=ALIGN.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ALIGN", + "condition_col": "ALIGN", + "condition_value": "Bad Characters", + "positive_value": "Bad Characters", + "negative_value": "Good Characters", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6da02b3942cd14e11e4873f9f0be7ba4bdc3c09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-fcd3-78e0-8937-5027710b7412"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ALIGN\\\",\\n AVG(CASE WHEN \\\"ALIGN\\\" = 'Bad Characters' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c16\\\"\\nGROUP BY \\\"ALIGN\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with \\\"ALIGN\\\" as both the grouping and condition column, computing the within-group proportion for the value 'Bad Characters'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14614,"cached_input_tokens":12032,"output_tokens":542,"reasoning_output_tokens":429}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86e479b1793da3e23cc29c5f13b37d29aa18b23a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ALIGN\",\n AVG(CASE WHEN \"ALIGN\" = 'Bad Characters' THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"c16\"\nGROUP BY \"ALIGN\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the planned Grouped Condition Rate template with \"ALIGN\" as both the grouping and condition column, computing the within-group proportion for the value 'Bad Characters'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5e19af4d1c014765/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1881a4366e8d9f5377ebf2ee11317227d5382b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9035, "bytes_utf8": 9035, "lines": 252, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 704, "bytes_utf8": 704, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14689, "cached_input_tokens": 13696, "output_tokens": 1077, "reasoning_output_tokens": 878}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5eb61a3d5765811c5d35ff62061afa8a0db4abb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_5f4bd4620131a777", + "api_calls": 0, + "input_tokens": 14689, + "cached_input_tokens": 13696, + "output_tokens": 1077, + "total_tokens": 15766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26385.08, + "sql_execution_elapsed_ms_total": 3.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dd24e4f83aa9fd36473fd938358b2b38a41618e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/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": "2026-05-19T15:45:23.935875+00:00", + "ended_at": "2026-05-19T15:45:50.321022+00:00", + "elapsed_ms": 26385.08, + "prompt_metrics": { + "chars": 9035, + "bytes_utf8": 9035, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1793, + "bytes_utf8": 1793, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 704, + "bytes_utf8": 704, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14689, + "cached_input_tokens": 13696, + "output_tokens": 1077, + "reasoning_output_tokens": 878 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..397c06375cd2f6bf5bcaf9979480b079f272bb5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=HAIR, measure_col=page_id.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "HAIR", + "measure_col": "page_id", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b002e4c01bf5a893ff5c99e50d3781b58edb85f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40e9-cb02-78a1-bc19-1141ebb8862b"} +{"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 1989462, Requested 15324. Please try again in 143ms. 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 1986438, Requested 15324. Please try again in 52ms. 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 \\\"HAIR\\\", COUNT(\\\"page_id\\\") AS \\\"group_value\\\"\\n FROM \\\"c16\\\"\\n GROUP BY \\\"HAIR\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"HAIR\\\", 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 planned relative-to-total threshold template with \\\"HAIR\\\" as the grouping field. Because the task specifies a count distribution and \\\"page_id\\\" is identifier-like, the query uses COUNT(\\\"page_id\\\") rather than SUM(\\\"page_id\\\").\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14689,"cached_input_tokens":13696,"output_tokens":1077,"reasoning_output_tokens":878}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2004859b896b8caf8448a7b57d6c57391dd5eb8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"HAIR\", COUNT(\"page_id\") AS \"group_value\"\n FROM \"c16\"\n GROUP BY \"HAIR\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"HAIR\", 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 planned relative-to-total threshold template with \"HAIR\" as the grouping field. Because the task specifies a count distribution and \"page_id\" is identifier-like, the query uses COUNT(\"page_id\") rather than SUM(\"page_id\")."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_5f4bd4620131a777/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b5f8f612e4f8adcefcfd331c871f9d76c2fcee53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:59.147485+00:00", + "ended_at": "2026-05-19T16:10:04.069058+00:00", + "elapsed_ms": 4921.55, + "returncode": 1, + "prompt_metrics": { + "chars": 8569, + "bytes_utf8": 8569, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cdf66bfd4a3f867a1782ccb0671f18d9a372035a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:05.070817+00:00", + "ended_at": "2026-05-19T16:10:07.943859+00:00", + "elapsed_ms": 2873.01, + "returncode": 1, + "prompt_metrics": { + "chars": 8569, + "bytes_utf8": 8569, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1e9c6e03499d6671d5a20c25e10d58706d94c86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=ALIVE, measure_col=page_id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ALIVE", + "measure_col": "page_id", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1e9c6e03499d6671d5a20c25e10d58706d94c86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=ALIVE, measure_col=page_id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ALIVE", + "measure_col": "page_id", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e0ab3b3b9d4a2adab9acdd0f6f6417b7c09981b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-4d5f-7872-8db1-29e6da5c8772"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31b1e1354e9724091a379548ef8f1bbfdf34e821 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-4d5f-7872-8db1-29e6da5c8772"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a529d4deac0f6f5350bd7160ac8bbe794fb02251 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-648e-7801-bbf4-c6f7f329213b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7aa0536811a1c24eeaab7c6e4b83dbe740d43de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-648e-7801-bbf4-c6f7f329213b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_627388e55abd1450/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84b170c03caf41ecc0daa3c1adbd2e106f62dec4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9038, "bytes_utf8": 9038, "lines": 252, "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": 850, "bytes_utf8": 850, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14692, "cached_input_tokens": 13696, "output_tokens": 714, "reasoning_output_tokens": 472}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..883793a1ad6f467005126c86aac1d6a325c70a80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_6370fde98babd4cf", + "api_calls": 0, + "input_tokens": 14692, + "cached_input_tokens": 13696, + "output_tokens": 714, + "total_tokens": 15406, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15625.31, + "sql_execution_elapsed_ms_total": 5.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7fedf9e7a52fb3a6791b3bb4871745a59f84d515 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/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": "2026-05-19T15:46:06.653009+00:00", + "ended_at": "2026-05-19T15:46:22.278354+00:00", + "elapsed_ms": 15625.31, + "prompt_metrics": { + "chars": 9038, + "bytes_utf8": 9038, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1249, + "bytes_utf8": 1249, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 850, + "bytes_utf8": 850, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14692, + "cached_input_tokens": 13696, + "output_tokens": 714, + "reasoning_output_tokens": 472 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57bcb1efa32220d2c6be184f86c3f3b921319b6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SEX, measure_col=APPEARANCES.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "SEX", + "measure_col": "APPEARANCES", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..475b0d31cbbb9a83f5523b80dbae25bbd20e4e81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-71cd-7411-9dec-6654d4cf7886"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"SEX\\\", SUM(CAST(\\\"APPEARANCES\\\" AS REAL)) AS group_value\\n FROM \\\"c16\\\"\\n WHERE \\\"SEX\\\" IS NOT NULL\\n AND TRIM(\\\"SEX\\\") <> ''\\n AND \\\"APPEARANCES\\\" IS NOT NULL\\n AND TRIM(\\\"APPEARANCES\\\") <> ''\\n GROUP BY \\\"SEX\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"SEX\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the planned Relative-to-Total Extreme Threshold template with group_col=\\\"SEX\\\" and measure_col=\\\"APPEARANCES\\\". Since \\\"APPEARANCES\\\" is stored as TEXT in SQLite, it is cast to REAL, and blank/null \\\"SEX\\\" and \\\"APPEARANCES\\\" values are filtered out for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14692,"cached_input_tokens":13696,"output_tokens":714,"reasoning_output_tokens":472}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5789d54cc5ebe25abbe2ec716a7593aba809485c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"SEX\", SUM(CAST(\"APPEARANCES\" AS REAL)) AS group_value\n FROM \"c16\"\n WHERE \"SEX\" IS NOT NULL\n AND TRIM(\"SEX\") <> ''\n AND \"APPEARANCES\" IS NOT NULL\n AND TRIM(\"APPEARANCES\") <> ''\n GROUP BY \"SEX\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"SEX\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Uses the planned Relative-to-Total Extreme Threshold template with group_col=\"SEX\" and measure_col=\"APPEARANCES\". Since \"APPEARANCES\" is stored as TEXT in SQLite, it is cast to REAL, and blank/null \"SEX\" and \"APPEARANCES\" values are filtered out for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6370fde98babd4cf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b0d4b24ee59acbf83d40929b7516f7240130163 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8477, "bytes_utf8": 8477, "lines": 252, "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": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14551, "cached_input_tokens": 13696, "output_tokens": 453, "reasoning_output_tokens": 327}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a55b5f34e9a3b6ed0a287e14d06235d7d88315fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_6410a3fdb9110dd7", + "api_calls": 0, + "input_tokens": 14551, + "cached_input_tokens": 13696, + "output_tokens": 453, + "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": 11001.27, + "sql_execution_elapsed_ms_total": 8.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..29a27cf3d0fe46aef6eb9e9c309d185cdc1d068a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/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": "2026-05-19T15:30:30.481465+00:00", + "ended_at": "2026-05-19T15:30:41.482771+00:00", + "elapsed_ms": 11001.27, + "prompt_metrics": { + "chars": 8477, + "bytes_utf8": 8477, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 816, + "bytes_utf8": 816, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 445, + "bytes_utf8": 445, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14551, + "cached_input_tokens": 13696, + "output_tokens": 453, + "reasoning_output_tokens": 327 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..601b8585c5dacd8bcbab446215873c5fbe1e66b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ALIVE, measure_col=YEAR.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "ALIVE", + "measure_col": "YEAR", + "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": 1998.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28220eb613fdc121d660fffd43c0747eda7e1dbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-28d3-7d71-a134-a35060f2c317"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ALIVE\\\", SUM(CAST(\\\"YEAR\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c16\\\"\\nWHERE \\\"ALIVE\\\" IS NOT NULL AND \\\"ALIVE\\\" <> '' AND \\\"YEAR\\\" IS NOT NULL AND \\\"YEAR\\\" <> ''\\nGROUP BY \\\"ALIVE\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Uses the requested grouped numeric sum template with group_col=\\\"ALIVE\\\" and measure_col=\\\"YEAR\\\". YEAR is cast to INTEGER because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14551,"cached_input_tokens":13696,"output_tokens":453,"reasoning_output_tokens":327}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e340ef58cdc5721c7b97cd5fdbd184e5487c002 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"ALIVE\", SUM(CAST(\"YEAR\" AS INTEGER)) AS total_measure\nFROM \"c16\"\nWHERE \"ALIVE\" IS NOT NULL AND \"ALIVE\" <> '' AND \"YEAR\" IS NOT NULL AND \"YEAR\" <> ''\nGROUP BY \"ALIVE\"\nORDER BY total_measure DESC;","notes":"Uses the requested grouped numeric sum template with group_col=\"ALIVE\" and measure_col=\"YEAR\". YEAR is cast to INTEGER because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6410a3fdb9110dd7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ecd9ba80ea0271fb68a48d7a87fe260a61f8d66d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9030, "bytes_utf8": 9030, "lines": 252, "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": 870, "bytes_utf8": 870, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14687, "cached_input_tokens": 13696, "output_tokens": 847, "reasoning_output_tokens": 584}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..02ff603447d4eef198bdcaf6c09993f812d0f4a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_6454d98656d3712e", + "api_calls": 0, + "input_tokens": 14687, + "cached_input_tokens": 13696, + "output_tokens": 847, + "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": 19088.33, + "sql_execution_elapsed_ms_total": 8.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0356cb35c330622f5e804930999281e4791307e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:09.279136+00:00", + "ended_at": "2026-05-19T15:48:28.367500+00:00", + "elapsed_ms": 19088.33, + "prompt_metrics": { + "chars": 9030, + "bytes_utf8": 9030, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1311, + "bytes_utf8": 1311, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 870, + "bytes_utf8": 870, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14687, + "cached_input_tokens": 13696, + "output_tokens": 847, + "reasoning_output_tokens": 584 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1aacb3b563ca247ea6897c57c0e075e77ec04492 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ALIGN, measure_col=YEAR.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ALIGN", + "measure_col": "YEAR", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c40b940886319603d7f27393f523ba324b0695a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-50e1-78b1-baeb-03659ec67e0b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"ALIGN\\\" AS \\\"ALIGN\\\",\\n SUM(CAST(\\\"YEAR\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"ALIGN\\\" IS NOT NULL\\n AND TRIM(\\\"ALIGN\\\") <> ''\\n AND \\\"YEAR\\\" IS NOT NULL\\n AND TRIM(\\\"YEAR\\\") <> ''\\n AND TRIM(\\\"YEAR\\\") GLOB '[0-9]*'\\n GROUP BY \\\"ALIGN\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"ALIGN\\\",\\n g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Uses the planned relative-to-total threshold template with group_col=ALIGN and measure_col=YEAR. YEAR is cast from TEXT to REAL, and blank/null ALIGN or YEAR values are filtered out for a stable numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14687,"cached_input_tokens":13696,"output_tokens":847,"reasoning_output_tokens":584}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e021d7a6afec2ff28b90fd3f7c0145170fb4826a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT\n \"ALIGN\" AS \"ALIGN\",\n SUM(CAST(\"YEAR\" AS REAL)) AS \"group_value\"\n FROM \"c16\"\n WHERE \"ALIGN\" IS NOT NULL\n AND TRIM(\"ALIGN\") <> ''\n AND \"YEAR\" IS NOT NULL\n AND TRIM(\"YEAR\") <> ''\n AND TRIM(\"YEAR\") GLOB '[0-9]*'\n GROUP BY \"ALIGN\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT\n g.\"ALIGN\",\n g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;","notes":"Uses the planned relative-to-total threshold template with group_col=ALIGN and measure_col=YEAR. YEAR is cast from TEXT to REAL, and blank/null ALIGN or YEAR values are filtered out for a stable numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6454d98656d3712e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66e09622add9d307ddb809fa6b4bc72c4d193945 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8656, "bytes_utf8": 8656, "lines": 252, "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": 793, "bytes_utf8": 793, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14589, "cached_input_tokens": 12032, "output_tokens": 744, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dba92b022db567ec27112219caa41188bce0bcd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_6688edb8ccaf0030", + "api_calls": 0, + "input_tokens": 14589, + "cached_input_tokens": 12032, + "output_tokens": 744, + "total_tokens": 15333, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15192.45, + "sql_execution_elapsed_ms_total": 38.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aa42f9421feb6fc53a8308e38838d0488008e33a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/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": "2026-05-19T15:56:36.100288+00:00", + "ended_at": "2026-05-19T15:56:51.292777+00:00", + "elapsed_ms": 15192.45, + "prompt_metrics": { + "chars": 8656, + "bytes_utf8": 8656, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1191, + "bytes_utf8": 1191, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 793, + "bytes_utf8": 793, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14589, + "cached_input_tokens": 12032, + "output_tokens": 744, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..adbb4c2e46a1a075c869529249635a09c2dc37c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ALIVE, measure_col=YEAR.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ALIVE", + "measure_col": "YEAR", + "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": 1998.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..57cc48146ac20fe8fb03152d8bbeee3166db1b20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-0c81-7702-887a-8c9c2d30952f"} +{"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 \\\"ALIVE\\\",\\n CAST(\\\"YEAR\\\" AS INTEGER) AS year_value,\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ALIVE\\\"\\n ORDER BY CAST(\\\"YEAR\\\" AS INTEGER)\\n ) AS rn,\\n COUNT(*) OVER (PARTITION BY \\\"ALIVE\\\") AS cnt\\n FROM \\\"c16\\\"\\n WHERE \\\"YEAR\\\" IS NOT NULL\\n AND TRIM(\\\"YEAR\\\") <> ''\\n)\\nSELECT\\n \\\"ALIVE\\\",\\n MIN(year_value) AS percentile_measure\\nFROM ranked\\nWHERE rn >= ((cnt * 95 + 99) / 100)\\nGROUP BY \\\"ALIVE\\\"\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile of \\\"YEAR\\\" within each \\\"ALIVE\\\" group, casting \\\"YEAR\\\" from TEXT to INTEGER and excluding blank values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14589,"cached_input_tokens":12032,"output_tokens":744,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e31e8bdbbda25480670d674b8f89cf0b2776f3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH ranked AS (\n SELECT\n \"ALIVE\",\n CAST(\"YEAR\" AS INTEGER) AS year_value,\n ROW_NUMBER() OVER (\n PARTITION BY \"ALIVE\"\n ORDER BY CAST(\"YEAR\" AS INTEGER)\n ) AS rn,\n COUNT(*) OVER (PARTITION BY \"ALIVE\") AS cnt\n FROM \"c16\"\n WHERE \"YEAR\" IS NOT NULL\n AND TRIM(\"YEAR\") <> ''\n)\nSELECT\n \"ALIVE\",\n MIN(year_value) AS percentile_measure\nFROM ranked\nWHERE rn >= ((cnt * 95 + 99) / 100)\nGROUP BY \"ALIVE\"\nORDER BY percentile_measure DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile of \"YEAR\" within each \"ALIVE\" group, casting \"YEAR\" from TEXT to INTEGER and excluding blank values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6688edb8ccaf0030/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..641856c3d89079982a31302c67b60bd9f8bdd160 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9039, "bytes_utf8": 9039, "lines": 252, "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": 676, "bytes_utf8": 676, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14689, "cached_input_tokens": 13696, "output_tokens": 617, "reasoning_output_tokens": 442}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dd8f6173ddb5596d1e745ffcb10ffc8803a76040 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_69e1e36aea8a384e", + "api_calls": 0, + "input_tokens": 14689, + "cached_input_tokens": 13696, + "output_tokens": 617, + "total_tokens": 15306, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13132.25, + "sql_execution_elapsed_ms_total": 3.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1acbe4372b5947f2aa2162c3335ab665567da90b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/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": "2026-05-19T15:47:29.740847+00:00", + "ended_at": "2026-05-19T15:47:42.873144+00:00", + "elapsed_ms": 13132.25, + "prompt_metrics": { + "chars": 9039, + "bytes_utf8": 9039, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1051, + "bytes_utf8": 1051, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 676, + "bytes_utf8": 676, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14689, + "cached_input_tokens": 13696, + "output_tokens": 617, + "reasoning_output_tokens": 442 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ea9f7a3b73cc6116b84e237379100cdad377c34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=ALIVE, measure_col=page_id.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ALIVE", + "measure_col": "page_id", + "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": 187526.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..353a057d4edf8bb0eadaa39f982b3b31c0179ffc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-b6e3-7403-9b68-3d81599a0d44"} +{"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 \\\"ALIVE\\\", COUNT(\\\"page_id\\\") AS group_value\\n FROM \\\"c16\\\"\\n GROUP BY \\\"ALIVE\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"ALIVE\\\", 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 planned template shape, but interpreted measure_col=\\\"page_id\\\" as a count proxy via COUNT(\\\"page_id\\\") because the task specifies count_distribution and \\\"page_id\\\" is an identifier-like TEXT field, making SUM(\\\"page_id\\\") inappropriate in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14689,"cached_input_tokens":13696,"output_tokens":617,"reasoning_output_tokens":442}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f00400c7b0d8d1ead159aeb7e13c60bc020d7bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"ALIVE\", COUNT(\"page_id\") AS group_value\n FROM \"c16\"\n GROUP BY \"ALIVE\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"ALIVE\", 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 planned template shape, but interpreted measure_col=\"page_id\" as a count proxy via COUNT(\"page_id\") because the task specifies count_distribution and \"page_id\" is an identifier-like TEXT field, making SUM(\"page_id\") inappropriate in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_69e1e36aea8a384e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c366782dcc6fe3450b7bf17b2910d7587c84c3c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9283, "bytes_utf8": 9283, "lines": 255, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 647, "bytes_utf8": 647, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14759, "cached_input_tokens": 12032, "output_tokens": 685, "reasoning_output_tokens": 504}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad073b3d3960f43303e3aa2812d4d1df98187a94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_6df98b7861fe2cef", + "api_calls": 0, + "input_tokens": 14759, + "cached_input_tokens": 12032, + "output_tokens": 685, + "total_tokens": 15444, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15101.21, + "sql_execution_elapsed_ms_total": 6.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8ae1432b3035e0feb9a294c798bf28ffdc7ca361 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/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": "2026-05-19T15:39:02.820749+00:00", + "ended_at": "2026-05-19T15:39:17.922029+00:00", + "elapsed_ms": 15101.21, + "prompt_metrics": { + "chars": 9283, + "bytes_utf8": 9283, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1024, + "bytes_utf8": 1024, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 647, + "bytes_utf8": 647, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14759, + "cached_input_tokens": 12032, + "output_tokens": 685, + "reasoning_output_tokens": 504 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..304561b8137d15db4775b131fc13267c1f27132a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=EYE, condition_col=EYE.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "EYE", + "condition_col": "EYE", + "condition_value": "", + "positive_value": "", + "negative_value": "Blue Eyes", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..171e7adb9bbb6c23078690c9681bd311c9a7bb91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-fa2c-7dd1-81cb-4599842fc80c"} +{"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 \\\"EYE\\\",\\n SUM(CASE WHEN \\\"EYE\\\" = '' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"EYE\\\" = 'Blue Eyes' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c16\\\"\\n GROUP BY \\\"EYE\\\"\\n)\\nSELECT \\\"EYE\\\",\\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=\\\"EYE\\\" and condition_col=\\\"EYE\\\"; numerator counts empty-string \\\"EYE\\\" values and denominator counts \\\"Blue Eyes\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14759,"cached_input_tokens":12032,"output_tokens":685,"reasoning_output_tokens":504}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f877bf40c1925b7094ca0f1a315add4ae9955c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"EYE\",\n SUM(CASE WHEN \"EYE\" = '' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"EYE\" = 'Blue Eyes' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c16\"\n GROUP BY \"EYE\"\n)\nSELECT \"EYE\",\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=\"EYE\" and condition_col=\"EYE\"; numerator counts empty-string \"EYE\" values and denominator counts \"Blue Eyes\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_6df98b7861fe2cef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18de8fa184eb4a089bd57824a8ad830362335449 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9287, "bytes_utf8": 9287, "lines": 255, "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": 719, "bytes_utf8": 719, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14757, "cached_input_tokens": 13696, "output_tokens": 715, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b21c21f5a188f5fa9072663ff60dd1e6309c7efb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_75370208d63df2dc", + "api_calls": 0, + "input_tokens": 14757, + "cached_input_tokens": 13696, + "output_tokens": 715, + "total_tokens": 15472, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15139.39, + "sql_execution_elapsed_ms_total": 4.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4d337f812a4f5d59a35695301810bba68ff984db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/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": "2026-05-19T15:40:21.201569+00:00", + "ended_at": "2026-05-19T15:40:36.341032+00:00", + "elapsed_ms": 15139.39, + "prompt_metrics": { + "chars": 9287, + "bytes_utf8": 9287, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1094, + "bytes_utf8": 1094, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 719, + "bytes_utf8": 719, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14757, + "cached_input_tokens": 13696, + "output_tokens": 715, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7202b972f9762e902b3f29efdebdfa627389111 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=ALIGN, condition_col=EYE.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "ALIGN", + "condition_col": "EYE", + "condition_value": "", + "positive_value": "", + "negative_value": "Blue Eyes", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31c3843b1ec5a03bdd5183d1daab74a2b1e37c17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-2c70-7163-af07-597f1c448d5e"} +{"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 \\\"ALIGN\\\",\\n SUM(CASE WHEN COALESCE(\\\"EYE\\\", '') = '' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"EYE\\\" = 'Blue Eyes' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c16\\\"\\n GROUP BY \\\"ALIGN\\\"\\n)\\nSELECT\\n \\\"ALIGN\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the planned grouped-ratio template with group_col=\\\"ALIGN\\\" and condition_col=\\\"EYE\\\". The positive condition is treated as blank/missing eye values via COALESCE(\\\"EYE\\\", ''), and the negative condition is 'Blue Eyes'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14757,"cached_input_tokens":13696,"output_tokens":715,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c8af3bae3e0df8016a312646710c816c4d7f4aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT\n \"ALIGN\",\n SUM(CASE WHEN COALESCE(\"EYE\", '') = '' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"EYE\" = 'Blue Eyes' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c16\"\n GROUP BY \"ALIGN\"\n)\nSELECT\n \"ALIGN\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the planned grouped-ratio template with group_col=\"ALIGN\" and condition_col=\"EYE\". The positive condition is treated as blank/missing eye values via COALESCE(\"EYE\", ''), and the negative condition is 'Blue Eyes'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75370208d63df2dc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6f2511b306884bb35c48553359425a8e40646450 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:22.993078+00:00", + "ended_at": "2026-05-19T16:09:26.181375+00:00", + "elapsed_ms": 3188.27, + "returncode": 1, + "prompt_metrics": { + "chars": 8567, + "bytes_utf8": 8567, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..164a58787706e9f76ac034fde7190e0530f0e80e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:27.182974+00:00", + "ended_at": "2026-05-19T16:09:30.185850+00:00", + "elapsed_ms": 3002.8, + "returncode": 1, + "prompt_metrics": { + "chars": 8567, + "bytes_utf8": 8567, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41c2fd09baa4db42d6bc38d9595dba2378e1026e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=HAIR, measure_col=page_id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "HAIR", + "measure_col": "page_id", + "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": 187526.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..41c2fd09baa4db42d6bc38d9595dba2378e1026e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=HAIR, measure_col=page_id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "HAIR", + "measure_col": "page_id", + "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": 187526.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdca28e9f3148ecec9befced59a514e1a7a1c734 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-c039-7cb3-95df-bfe8665a890a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59a45a76d6be019d11c07b415bf3cbf383e6b874 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-c039-7cb3-95df-bfe8665a890a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..975634a0fb2bbaa24ee3b2f00e201cf69b5a5792 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-d096-7220-bc31-7d76165ccf79"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5905f4044c9678902e6e668e6f9f020cfeac2f36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-d096-7220-bc31-7d76165ccf79"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_75b719a344082a68/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..865542fe4082fd399203643ef6729a7d84743591 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8888, "bytes_utf8": 8888, "lines": 254, "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": 627, "bytes_utf8": 627, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14672, "cached_input_tokens": 13696, "output_tokens": 1050, "reasoning_output_tokens": 856}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c008acd029e71674070af7c36126a1ed45ed1f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_800262cac851b2ed", + "api_calls": 0, + "input_tokens": 14672, + "cached_input_tokens": 13696, + "output_tokens": 1050, + "total_tokens": 15722, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23973.79, + "sql_execution_elapsed_ms_total": 15.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c31952eb3db1ef58d15a44354c6f6e6b2354cb16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:30.641154+00:00", + "ended_at": "2026-05-19T15:34:54.614984+00:00", + "elapsed_ms": 23973.79, + "prompt_metrics": { + "chars": 8888, + "bytes_utf8": 8888, + "lines": 254, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1035, + "bytes_utf8": 1035, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 627, + "bytes_utf8": 627, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14672, + "cached_input_tokens": 13696, + "output_tokens": 1050, + "reasoning_output_tokens": 856 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b17e0486fcb69739d0b410f397382ff11cc531da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,254 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ALIVE, measure_col=YEAR.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ALIVE", + "measure_col": "YEAR", + "item_col": "APPEARANCES", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fab56f863362bedb7cd9f86f28fb3a5a5290cc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-d307-7792-9902-0d20029dd567"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"ALIVE\\\",\\n \\\"APPEARANCES\\\",\\n SUM(CAST(\\\"YEAR\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"YEAR\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"YEAR\\\" AS REAL))) OVER (PARTITION BY \\\"ALIVE\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c16\\\"\\nWHERE \\\"YEAR\\\" IS NOT NULL AND TRIM(\\\"YEAR\\\") <> ''\\nGROUP BY \\\"ALIVE\\\", \\\"APPEARANCES\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the planned Within-Group Share of Total template with group_col=\\\"ALIVE\\\", item_col=\\\"APPEARANCES\\\", and measure_col=\\\"YEAR\\\". Cast \\\"YEAR\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14672,"cached_input_tokens":13696,"output_tokens":1050,"reasoning_output_tokens":856}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f804ce62521c57550e4ab81d3681963c42934698 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"ALIVE\",\n \"APPEARANCES\",\n SUM(CAST(\"YEAR\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"YEAR\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"YEAR\" AS REAL))) OVER (PARTITION BY \"ALIVE\") AS \"share_within_group\"\nFROM \"c16\"\nWHERE \"YEAR\" IS NOT NULL AND TRIM(\"YEAR\") <> ''\nGROUP BY \"ALIVE\", \"APPEARANCES\"\nORDER BY \"share_within_group\" DESC;","notes":"Applied the planned Within-Group Share of Total template with group_col=\"ALIVE\", item_col=\"APPEARANCES\", and measure_col=\"YEAR\". Cast \"YEAR\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_800262cac851b2ed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04e97cf7eba362df5c8e7a5228bd9b670235fd45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8887, "bytes_utf8": 8887, "lines": 254, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 565, "bytes_utf8": 565, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14671, "cached_input_tokens": 12032, "output_tokens": 655, "reasoning_output_tokens": 482}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..55a6c2ad3e23e3ab385e58887b12e044ac51e67d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_80e8766b25eed988", + "api_calls": 0, + "input_tokens": 14671, + "cached_input_tokens": 12032, + "output_tokens": 655, + "total_tokens": 15326, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13728.29, + "sql_execution_elapsed_ms_total": 35.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ec50bbf53a7f7bf90932de1525270a35bb9f71ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:48.121950+00:00", + "ended_at": "2026-05-19T15:37:01.850280+00:00", + "elapsed_ms": 13728.29, + "prompt_metrics": { + "chars": 8887, + "bytes_utf8": 8887, + "lines": 254, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 951, + "bytes_utf8": 951, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 565, + "bytes_utf8": 565, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14671, + "cached_input_tokens": 12032, + "output_tokens": 655, + "reasoning_output_tokens": 482 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d862cf4e19b7340b718955f991400150f422300 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,254 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=HAIR, measure_col=page_id.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "HAIR", + "measure_col": "page_id", + "item_col": "name", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7643587e9b4d7ae6f4a92101b7387611ea3a617 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-ec04-7130-b95c-fd5357bd2afb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"HAIR\\\",\\n \\\"name\\\",\\n SUM(CAST(\\\"page_id\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"page_id\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"page_id\\\" AS NUMERIC))) OVER (PARTITION BY \\\"HAIR\\\") AS share_within_group\\nFROM \\\"c16\\\"\\nGROUP BY \\\"HAIR\\\", \\\"name\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the required Within-Group Share of Total template with group_col=\\\"HAIR\\\", item_col=\\\"name\\\", and measure_col=\\\"page_id\\\". \\\"page_id\\\" is cast to NUMERIC because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14671,"cached_input_tokens":12032,"output_tokens":655,"reasoning_output_tokens":482}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..078d83b83839982a2429412f472535ecc62103b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"HAIR\",\n \"name\",\n SUM(CAST(\"page_id\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"page_id\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"page_id\" AS NUMERIC))) OVER (PARTITION BY \"HAIR\") AS share_within_group\nFROM \"c16\"\nGROUP BY \"HAIR\", \"name\"\nORDER BY share_within_group DESC;","notes":"Uses the required Within-Group Share of Total template with group_col=\"HAIR\", item_col=\"name\", and measure_col=\"page_id\". \"page_id\" is cast to NUMERIC because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_80e8766b25eed988/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9fa4737f063233b70e6460b0b34d1bad79b97d3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:08.957063+00:00", + "ended_at": "2026-05-19T16:07:12.500710+00:00", + "elapsed_ms": 3543.61, + "returncode": 1, + "prompt_metrics": { + "chars": 8472, + "bytes_utf8": 8472, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6b25c405101b103bef9dfccdeee50d147c7fcd38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:13.502861+00:00", + "ended_at": "2026-05-19T16:07:16.501296+00:00", + "elapsed_ms": 2998.39, + "returncode": 1, + "prompt_metrics": { + "chars": 8472, + "bytes_utf8": 8472, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da2128f3d0b3c795ee4e2e24c5d76636da2b0136 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=GSM.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "GSM", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..da2128f3d0b3c795ee4e2e24c5d76636da2b0136 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=GSM.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "GSM", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9263d622b596d065d58479ae8e8e102a63ec6ef7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-b4a1-74b2-af68-435364f12b4d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..292a338778e7f8559e44d45156306df8c768b14e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-b4a1-74b2-af68-435364f12b4d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0179f681e543443698c942463a32fcd01af43c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-c66a-7410-9dff-dc5bade667a7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2c5f26cf7ac40e0a8992092aed180295cead29a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-c66a-7410-9dff-dc5bade667a7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_835f86d5238cecf8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f1d592296325f6849975e3b89de099fa4125211f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:56.980950+00:00", + "ended_at": "2026-05-19T15:56:00.157264+00:00", + "elapsed_ms": 3176.28, + "returncode": 1, + "prompt_metrics": { + "chars": 8662, + "bytes_utf8": 8662, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..347c609886d1818c47c95eaf9b216e9710da2b46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:01.159424+00:00", + "ended_at": "2026-05-19T15:56:04.343921+00:00", + "elapsed_ms": 3184.45, + "returncode": 1, + "prompt_metrics": { + "chars": 8662, + "bytes_utf8": 8662, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb232db3bb6dc480220a1dc3b5be7286dc7f35dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=GSM, measure_col=APPEARANCES.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "GSM", + "measure_col": "APPEARANCES", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb232db3bb6dc480220a1dc3b5be7286dc7f35dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=GSM, measure_col=APPEARANCES.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "GSM", + "measure_col": "APPEARANCES", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7aa08e904b45b01e7033ef1eb0476abdec210fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-73ba-7a00-8b45-58adf5e428fa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c76d9488cced68a52fb4fe55d377c55b7e76b7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-73ba-7a00-8b45-58adf5e428fa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..39c95577c60ed3a76c1ee825bcd1f5417138558b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-8407-7752-b589-1a865231d42e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..850e798ad709ffb53e14e6b99b84a039aa9423f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-8407-7752-b589-1a865231d42e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_83d1456f2494d588/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94d03b7a41ad16a3c2a010f04012696f2616f950 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8875, "bytes_utf8": 8875, "lines": 254, "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": 558, "bytes_utf8": 558, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14669, "cached_input_tokens": 12032, "output_tokens": 520, "reasoning_output_tokens": 355}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f57962c8e5502685985cd104f8e2b0680337ecef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_855f1db5e6ee4452", + "api_calls": 0, + "input_tokens": 14669, + "cached_input_tokens": 12032, + "output_tokens": 520, + "total_tokens": 15189, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11367.15, + "sql_execution_elapsed_ms_total": 23.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c1fb9cf49adaabba55e1feed9a398ef34a38f8ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:24.697644+00:00", + "ended_at": "2026-05-19T15:36:36.064818+00:00", + "elapsed_ms": 11367.15, + "prompt_metrics": { + "chars": 8875, + "bytes_utf8": 8875, + "lines": 254, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 942, + "bytes_utf8": 942, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 558, + "bytes_utf8": 558, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14669, + "cached_input_tokens": 12032, + "output_tokens": 520, + "reasoning_output_tokens": 355 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8df777fb9e7e35166aa6a709fb3134e0c8b4f863 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,254 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=EYE, measure_col=YEAR.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "EYE", + "measure_col": "YEAR", + "item_col": "page_id", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbd9cd8941fe862a653147492883c8b70bc0a46a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-9087-7e01-8821-8754677b46b0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"EYE\\\", \\\"page_id\\\",\\n SUM(CAST(\\\"YEAR\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"YEAR\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"YEAR\\\" AS REAL))) OVER (PARTITION BY \\\"EYE\\\") AS share_within_group\\nFROM \\\"c16\\\"\\nGROUP BY \\\"EYE\\\", \\\"page_id\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"EYE\\\", item_col=\\\"page_id\\\", and measure_col=\\\"YEAR\\\". CAST(\\\"YEAR\\\" AS REAL) is applied because the schema stores YEAR as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14669,"cached_input_tokens":12032,"output_tokens":520,"reasoning_output_tokens":355}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea6518443411bb2f4be95e7f6ee2aad771494450 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"EYE\", \"page_id\",\n SUM(CAST(\"YEAR\" AS REAL)) AS total_measure,\n SUM(CAST(\"YEAR\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"YEAR\" AS REAL))) OVER (PARTITION BY \"EYE\") AS share_within_group\nFROM \"c16\"\nGROUP BY \"EYE\", \"page_id\"\nORDER BY share_within_group DESC;","notes":"Used the provided Within-Group Share of Total template with group_col=\"EYE\", item_col=\"page_id\", and measure_col=\"YEAR\". CAST(\"YEAR\" AS REAL) is applied because the schema stores YEAR as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_855f1db5e6ee4452/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7256d4aef7dd212a9cd65568914e79c5512952f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9028, "bytes_utf8": 9028, "lines": 252, "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": 761, "bytes_utf8": 761, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14689, "cached_input_tokens": 13696, "output_tokens": 708, "reasoning_output_tokens": 496}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3240a492c8ff30950b63f0740b6437564ce66046 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_885f2d9787f8c80a", + "api_calls": 0, + "input_tokens": 14689, + "cached_input_tokens": 13696, + "output_tokens": 708, + "total_tokens": 15397, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14440.45, + "sql_execution_elapsed_ms_total": 2.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..910a6ccb8c4a57d2ed8c10a4b845c6729f70298b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/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": "2026-05-19T15:46:48.690168+00:00", + "ended_at": "2026-05-19T15:47:03.130666+00:00", + "elapsed_ms": 14440.45, + "prompt_metrics": { + "chars": 9028, + "bytes_utf8": 9028, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1148, + "bytes_utf8": 1148, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 761, + "bytes_utf8": 761, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14689, + "cached_input_tokens": 13696, + "output_tokens": 708, + "reasoning_output_tokens": 496 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70cb0916282760165dd76338b87c563aeb256c80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=GSM, measure_col=YEAR.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "GSM", + "measure_col": "YEAR", + "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": 1998.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b672f14e4d18c8ed4d36cc2cc70958fa26b784be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-166d-77b0-8274-94f88ecd036e"} +{"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 \\\"GSM\\\", SUM(CAST(\\\"YEAR\\\" AS INTEGER)) AS group_value\\n FROM \\\"c16\\\"\\n WHERE \\\"GSM\\\" IS NOT NULL\\n AND \\\"GSM\\\" <> ''\\n AND \\\"YEAR\\\" IS NOT NULL\\n AND \\\"YEAR\\\" <> ''\\n GROUP BY \\\"GSM\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"GSM\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the planned relative-to-total threshold template with group_col=\\\"GSM\\\" and measure_col=\\\"YEAR\\\". YEAR is cast to INTEGER for aggregation, and null/empty GSM and YEAR values are filtered out for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14689,"cached_input_tokens":13696,"output_tokens":708,"reasoning_output_tokens":496}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79c976e55b99840ad654adbf9204d25d5e3dc10b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"GSM\", SUM(CAST(\"YEAR\" AS INTEGER)) AS group_value\n FROM \"c16\"\n WHERE \"GSM\" IS NOT NULL\n AND \"GSM\" <> ''\n AND \"YEAR\" IS NOT NULL\n AND \"YEAR\" <> ''\n GROUP BY \"GSM\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"GSM\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Uses the planned relative-to-total threshold template with group_col=\"GSM\" and measure_col=\"YEAR\". YEAR is cast to INTEGER for aggregation, and null/empty GSM and YEAR values are filtered out for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_885f2d9787f8c80a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b4689906637d8c68bf9a8bb4b55e9115b71c9cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:47.462269+00:00", + "ended_at": "2026-05-19T16:06:50.507855+00:00", + "elapsed_ms": 3045.56, + "returncode": 1, + "prompt_metrics": { + "chars": 8468, + "bytes_utf8": 8468, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf236b7719678f550167abd6f83777ecc0b1e37a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/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": "2026-05-19T16:06:51.510205+00:00", + "ended_at": "2026-05-19T16:06:54.408646+00:00", + "elapsed_ms": 2898.4, + "returncode": 1, + "prompt_metrics": { + "chars": 8468, + "bytes_utf8": 8468, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd9bcce7b784b7277ff3ededd10170297b930a52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SEX.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "SEX", + "top_k": 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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd9bcce7b784b7277ff3ededd10170297b930a52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SEX.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "SEX", + "top_k": 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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2dacdd9d06d98c18307aaf4a28fed66777a04bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-60a1-7002-9ec4-60abcb611dd0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0862496aa7c07d23dc622ef4c4c9b399718a4735 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-60a1-7002-9ec4-60abcb611dd0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1477a87fb37f5b217a3537e196f39bc4130a3177 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-7072-78c2-a8a6-e2ee020d5ae3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4a2cf5449eb3749727c23a1186f366b3c6402e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-7072-78c2-a8a6-e2ee020d5ae3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8a98606d768f9ace/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2cf56fcb87790bb9fa59f5a0d93015f3ec61ddbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8484, "bytes_utf8": 8484, "lines": 252, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14551, "cached_input_tokens": 12032, "output_tokens": 335, "reasoning_output_tokens": 231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9ef217fb579e915d8d664587555afc6daa85a50f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_8ad879c338b67fae", + "api_calls": 0, + "input_tokens": 14551, + "cached_input_tokens": 12032, + "output_tokens": 335, + "total_tokens": 14886, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10426.16, + "sql_execution_elapsed_ms_total": 3.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5df6b44c4ad3656f59c995dddcb7976b9c6a45d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/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": "2026-05-19T15:28:28.152419+00:00", + "ended_at": "2026-05-19T15:28:38.578613+00:00", + "elapsed_ms": 10426.16, + "prompt_metrics": { + "chars": 8484, + "bytes_utf8": 8484, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 756, + "bytes_utf8": 756, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 398, + "bytes_utf8": 398, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14551, + "cached_input_tokens": 12032, + "output_tokens": 335, + "reasoning_output_tokens": 231 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..425ff7c61689e49f0a6e1ecf4f28802ab8532a73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ALIGN, measure_col=page_id.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "ALIGN", + "measure_col": "page_id", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 187526.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..46448d0c1636eae833f6c3ddf836c212bbed1952 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-4af8-76f2-9f59-079d78a8c0fe"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ALIGN\\\", SUM(CAST(\\\"page_id\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c16\\\"\\nGROUP BY \\\"ALIGN\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col=\\\"ALIGN\\\" and measure_col=\\\"page_id\\\". Cast \\\"page_id\\\" to INTEGER because the schema stores it as TEXT but the template requires numeric summation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14551,"cached_input_tokens":12032,"output_tokens":335,"reasoning_output_tokens":231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2178ec42f18288b4de6d6e85eb4e11fde981cba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"ALIGN\", SUM(CAST(\"page_id\" AS INTEGER)) AS total_measure\nFROM \"c16\"\nGROUP BY \"ALIGN\"\nORDER BY total_measure DESC;","notes":"Used the required Grouped Numeric Sum template with group_col=\"ALIGN\" and measure_col=\"page_id\". Cast \"page_id\" to INTEGER because the schema stores it as TEXT but the template requires numeric summation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8ad879c338b67fae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..521446dc568398a9a770cca7c1bbb2c7b0889a2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9039, "bytes_utf8": 9039, "lines": 252, "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": 739, "bytes_utf8": 739, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14690, "cached_input_tokens": 13696, "output_tokens": 722, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..862dd263b69dcbd23fab69cba13a7ca25716ce86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_8b79b00c87ec0d7b", + "api_calls": 0, + "input_tokens": 14690, + "cached_input_tokens": 13696, + "output_tokens": 722, + "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": 13401.81, + "sql_execution_elapsed_ms_total": 5.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..10d7ccf7dac88da9c12e6d0aaa3c487d6c362168 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/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": "2026-05-19T15:47:42.882544+00:00", + "ended_at": "2026-05-19T15:47:56.284399+00:00", + "elapsed_ms": 13401.81, + "prompt_metrics": { + "chars": 9039, + "bytes_utf8": 9039, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1143, + "bytes_utf8": 1143, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 739, + "bytes_utf8": 739, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14690, + "cached_input_tokens": 13696, + "output_tokens": 722, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47dab49d6bb13a5c89fbed62c5ab32ce3ca44e38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=YEAR, measure_col=APPEARANCES.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "YEAR", + "measure_col": "APPEARANCES", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc456ed1471c8ac7b8e0017977d5d113b5c176b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-ea00-7862-8cb8-d186bb4e30b6"} +{"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 \\\"YEAR\\\", SUM(CAST(NULLIF(\\\"APPEARANCES\\\", '') AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c16\\\"\\n WHERE NULLIF(\\\"YEAR\\\", '') IS NOT NULL\\n GROUP BY \\\"YEAR\\\"\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"YEAR\\\", 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 planned relative-to-total threshold template with group_col=\\\"YEAR\\\" and measure_col=\\\"APPEARANCES\\\". \\\"APPEARANCES\\\" is stored as TEXT in the snapshot, so the query casts non-empty values to REAL before summing.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14690,"cached_input_tokens":13696,"output_tokens":722,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4050c49f3053c2d7b1bdb53921c6c6bd2b35b70a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"YEAR\", SUM(CAST(NULLIF(\"APPEARANCES\", '') AS REAL)) AS \"group_value\"\n FROM \"c16\"\n WHERE NULLIF(\"YEAR\", '') IS NOT NULL\n GROUP BY \"YEAR\"\n), total AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM grouped\n)\nSELECT g.\"YEAR\", 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 planned relative-to-total threshold template with group_col=\"YEAR\" and measure_col=\"APPEARANCES\". \"APPEARANCES\" is stored as TEXT in the snapshot, so the query casts non-empty values to REAL before summing."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_8b79b00c87ec0d7b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..716695c8fde36bb52fce5970f00b8cea39088ce1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:13.991410+00:00", + "ended_at": "2026-05-19T16:09:18.774964+00:00", + "elapsed_ms": 4783.53, + "returncode": 1, + "prompt_metrics": { + "chars": 8562, + "bytes_utf8": 8562, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e446b6a6c71321fa3d8f9a8e52d59f7701683172 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:19.777235+00:00", + "ended_at": "2026-05-19T16:09:22.989491+00:00", + "elapsed_ms": 3212.21, + "returncode": 1, + "prompt_metrics": { + "chars": 8562, + "bytes_utf8": 8562, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ee3fdb2d8eadec7e7f8edab55a5d06484c6cbab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=HAIR, measure_col=page_id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "HAIR", + "measure_col": "page_id", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ee3fdb2d8eadec7e7f8edab55a5d06484c6cbab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=HAIR, measure_col=page_id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "HAIR", + "measure_col": "page_id", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe5324c469a34eaad9805207bd42bc700b9813d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9d04-7be1-bf19-919d96c20bc6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efa3a5c5dd1e797d6f89d0e30b11c401ca318084 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9d04-7be1-bf19-919d96c20bc6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c70967aa7e2c0803ad0efa3d9bf3708abcfa4c38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-b3b4-7322-b43d-ab8e5b38df10"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b80eb4466dbbcbd7dea46d31ef1d59da060459a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-b3b4-7322-b43d-ab8e5b38df10"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9020e9e590c08ccc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..06607f69c9da9d6160e126f8628324e1fa2b31b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:04.638633+00:00", + "ended_at": "2026-05-19T16:08:07.743871+00:00", + "elapsed_ms": 3105.22, + "returncode": 1, + "prompt_metrics": { + "chars": 8466, + "bytes_utf8": 8466, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..db8f4d5e49c5becd98e983cc4678facf769066de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:08.745356+00:00", + "ended_at": "2026-05-19T16:08:11.644748+00:00", + "elapsed_ms": 2899.36, + "returncode": 1, + "prompt_metrics": { + "chars": 8466, + "bytes_utf8": 8466, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61a1371c1be677b56e96909b4dcce8f92b818cdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=EYE.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "EYE", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..61a1371c1be677b56e96909b4dcce8f92b818cdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=EYE.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "EYE", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b265ffd625643e888d6c663c48d19496ccb4aea7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-8e44-70f3-8cbc-cd926c4fae72"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..123fba340ec2bceddbfdfa1689a20935595b7fbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-8e44-70f3-8cbc-cd926c4fae72"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dbb3575b51c97f9e9819b2798b0d6254135212b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-9e25-7012-ae0f-aeea9fdbb67d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4bed9de479974c87150b003cc3952d7bf0c3606 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-9e25-7012-ae0f-aeea9fdbb67d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_953b490709af6db6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..487a09b016908b2e3516cdf755c92f5c82f2eef0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:28.536699+00:00", + "ended_at": "2026-05-19T16:07:31.327471+00:00", + "elapsed_ms": 2790.75, + "returncode": 1, + "prompt_metrics": { + "chars": 8472, + "bytes_utf8": 8472, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..542a2663483722abd26909ada7bf741d405b90f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:32.329596+00:00", + "ended_at": "2026-05-19T16:07:35.129861+00:00", + "elapsed_ms": 2800.22, + "returncode": 1, + "prompt_metrics": { + "chars": 8472, + "bytes_utf8": 8472, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb7b7f1a7fe7664800bbe07da8fac4aaeee28a91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=ALIVE.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ALIVE", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb7b7f1a7fe7664800bbe07da8fac4aaeee28a91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=ALIVE.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ALIVE", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..673b418fc3d08bfbf80be8517f3697ddd6ff54ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-0121-7080-be72-74f3351f745f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12354ee551dcba06b630498543bb733d68c25182 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-0121-7080-be72-74f3351f745f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4b85cc15c32476b05531253aaa4b100f9ddb3ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-0fe6-7da1-a6de-ee3e3f9faf56"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..96f3a5f57661e563b2d7926acc246a09e5819d82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-0fe6-7da1-a6de-ee3e3f9faf56"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_997bf4d03eef2043/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0cbb0e34de51d5c17fca5f03ec4666e2fa4cdc91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8660, "bytes_utf8": 8660, "lines": 252, "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": 1922, "bytes_utf8": 1922, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14589, "cached_input_tokens": 13696, "output_tokens": 1161, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..361e4719206af2d0a164a5264095520d18dc5565 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_9be26297701a0308", + "api_calls": 0, + "input_tokens": 14589, + "cached_input_tokens": 13696, + "output_tokens": 1161, + "total_tokens": 15750, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21940.7, + "sql_execution_elapsed_ms_total": 57.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..50acce02b16539ca85ae3fc38bdba78a60c45995 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/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": "2026-05-19T15:55:27.876219+00:00", + "ended_at": "2026-05-19T15:55:49.816959+00:00", + "elapsed_ms": 21940.7, + "prompt_metrics": { + "chars": 8660, + "bytes_utf8": 8660, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2549, + "bytes_utf8": 2549, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1922, + "bytes_utf8": 1922, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14589, + "cached_input_tokens": 13696, + "output_tokens": 1161, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c35a3f4a9d299bb9a92b5f4eb209fb66b102457 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=SEX, measure_col=page_id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "SEX", + "measure_col": "page_id", + "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": 187526.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8791c1eace94eda72abfa5578808fcb405861fa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-021e-7d51-8679-98df0b11c35e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"SEX\\\" AS \\\"group_col\\\",\\n CAST(\\\"page_id\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"SEX\\\"\\n ORDER BY CAST(\\\"page_id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"SEX\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"page_id\\\" IS NOT NULL\\n AND TRIM(\\\"page_id\\\") <> ''\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + 0.95 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"group_col\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"measure_value\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN r.\\\"measure_value\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"positions\\\" p\\n JOIN \\\"ranked\\\" r\\n ON r.\\\"group_col\\\" IS p.\\\"group_col\\\"\\n GROUP BY\\n p.\\\"group_col\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"SEX\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + ((\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates the template's 0.95 percentile in SQLite using window functions and linear interpolation because SQLite does not support PERCENTILE_CONT. \\\"page_id\\\" is cast from TEXT to REAL, and empty/null \\\"page_id\\\" values are excluded before computing grouped percentiles by \\\"SEX\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14589,"cached_input_tokens":13696,"output_tokens":1161,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b72bb06fca26f08114f63d7d1bcbd5d69ac875b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"SEX\" AS \"group_col\",\n CAST(\"page_id\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"SEX\"\n ORDER BY CAST(\"page_id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"SEX\"\n ) AS \"cnt\"\n FROM \"c16\"\n WHERE \"page_id\" IS NOT NULL\n AND TRIM(\"page_id\") <> ''\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"group_col\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + 0.95 * (\"cnt\" - 1)) = CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"bounds\" AS (\n SELECT\n p.\"group_col\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"measure_value\" END) AS \"lower_val\",\n MAX(CASE WHEN r.\"rn\" = p.\"upper_rn\" THEN r.\"measure_value\" END) AS \"upper_val\"\n FROM \"positions\" p\n JOIN \"ranked\" r\n ON r.\"group_col\" IS p.\"group_col\"\n GROUP BY\n p.\"group_col\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\"\n)\nSELECT\n \"group_col\" AS \"SEX\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + ((\"pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\"))\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates the template's 0.95 percentile in SQLite using window functions and linear interpolation because SQLite does not support PERCENTILE_CONT. \"page_id\" is cast from TEXT to REAL, and empty/null \"page_id\" values are excluded before computing grouped percentiles by \"SEX\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9be26297701a0308/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..610f18d5fae6614b37abc49305956b043dfd5f8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9041, "bytes_utf8": 9041, "lines": 252, "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": 690, "bytes_utf8": 690, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14692, "cached_input_tokens": 13696, "output_tokens": 727, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d8f3986411aefc30b90e4ff2a86436540fd98632 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_9ca76e05b054e7cb", + "api_calls": 0, + "input_tokens": 14692, + "cached_input_tokens": 13696, + "output_tokens": 727, + "total_tokens": 15419, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12684.06, + "sql_execution_elapsed_ms_total": 4.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1494135fc0933474ed2f869f84d64c116a3c86a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:32.348530+00:00", + "ended_at": "2026-05-19T15:49:45.032631+00:00", + "elapsed_ms": 12684.06, + "prompt_metrics": { + "chars": 9041, + "bytes_utf8": 9041, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1101, + "bytes_utf8": 1101, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 690, + "bytes_utf8": 690, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14692, + "cached_input_tokens": 13696, + "output_tokens": 727, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9c9b4f25caf1c6e02787e9cb621627e35e4a736 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=HAIR, measure_col=APPEARANCES.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "HAIR", + "measure_col": "APPEARANCES", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7da6cfc83cdf6b8d64f33ffe7d08ee5d5b0477e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-9539-7142-9e93-13cbb6217bd9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"HAIR\\\",\\n SUM(CAST(NULLIF(\\\"APPEARANCES\\\", '') AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c16\\\"\\n GROUP BY \\\"HAIR\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"HAIR\\\",\\n g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Uses the planned Relative-to-Total Extreme Threshold template with group_col=HAIR and measure_col=APPEARANCES; casts APPEARANCES from TEXT to REAL via NULLIF to handle empty strings in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14692,"cached_input_tokens":13696,"output_tokens":727,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88a6a177b0be4d5763d850c753417a7a025c3af5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT\n \"HAIR\",\n SUM(CAST(NULLIF(\"APPEARANCES\", '') AS REAL)) AS \"group_value\"\n FROM \"c16\"\n GROUP BY \"HAIR\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT\n g.\"HAIR\",\n g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;","notes":"Uses the planned Relative-to-Total Extreme Threshold template with group_col=HAIR and measure_col=APPEARANCES; casts APPEARANCES from TEXT to REAL via NULLIF to handle empty strings in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9ca76e05b054e7cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c65fbabd3855aac165f4fa50fab1e874b5e84322 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8662, "bytes_utf8": 8662, "lines": 252, "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": 2119, "bytes_utf8": 2119, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14589, "cached_input_tokens": 12032, "output_tokens": 3298, "reasoning_output_tokens": 2535}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f505c26841f247cbce970b418917b61e741b5183 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_9d07eb8cc2bcc3e1", + "api_calls": 0, + "input_tokens": 14589, + "cached_input_tokens": 12032, + "output_tokens": 3298, + "total_tokens": 17887, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 50470.9, + "sql_execution_elapsed_ms_total": 22.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d0b6113d909b9b5288be294166e506d7d707a754 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/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": "2026-05-19T15:50:36.546835+00:00", + "ended_at": "2026-05-19T15:51:27.017769+00:00", + "elapsed_ms": 50470.9, + "prompt_metrics": { + "chars": 8662, + "bytes_utf8": 8662, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2894, + "bytes_utf8": 2894, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2119, + "bytes_utf8": 2119, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14589, + "cached_input_tokens": 12032, + "output_tokens": 3298, + "reasoning_output_tokens": 2535 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..686c13cd7e5ddf5fb3d552eeba347974fe469f40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ALIGN, measure_col=page_id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ALIGN", + "measure_col": "page_id", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 187526.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc1f963928e4da893e608a87f47b05fab9045eee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-902b-72d1-afc8-8d482e836a45"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"ALIGN\\\" AS \\\"group_col\\\",\\n CAST(\\\"page_id\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"ALIGN\\\" IS NOT NULL\\n AND TRIM(\\\"ALIGN\\\") <> ''\\n AND \\\"page_id\\\" IS NOT NULL\\n AND TRIM(\\\"page_id\\\") <> ''\\n),\\n\\\"counts\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n COUNT(*) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"group_col\\\"\\n),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) > CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n ELSE CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"counts\\\"\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_col\\\"\\n ORDER BY \\\"measure_col\\\"\\n ) AS \\\"rn\\\"\\n FROM \\\"base\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"group_col\\\" AS \\\"ALIGN\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lower_rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure_col\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure_col\\\" END) +\\n (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lower_rn\\\") *\\n (\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"r\\\".\\\"measure_col\\\" END) -\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure_col\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"params\\\" AS \\\"p\\\"\\nJOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"group_col\\\" = \\\"p\\\".\\\"group_col\\\"\\n AND \\\"r\\\".\\\"rn\\\" IN (\\\"p\\\".\\\"lower_rn\\\", \\\"p\\\".\\\"upper_rn\\\")\\nGROUP BY\\n \\\"p\\\".\\\"group_col\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates PERCENTILE_CONT(0.9) in SQLite with linear interpolation over ordered CAST(\\\"page_id\\\" AS REAL) values within each \\\"ALIGN\\\" group, excluding null/blank inputs.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14589,"cached_input_tokens":12032,"output_tokens":3298,"reasoning_output_tokens":2535}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50d5bbf04b2559918a654261041f0f20977e3b92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"ALIGN\" AS \"group_col\",\n CAST(\"page_id\" AS REAL) AS \"measure_col\"\n FROM \"c16\"\n WHERE \"ALIGN\" IS NOT NULL\n AND TRIM(\"ALIGN\") <> ''\n AND \"page_id\" IS NOT NULL\n AND TRIM(\"page_id\") <> ''\n),\n\"counts\" AS (\n SELECT\n \"group_col\",\n COUNT(*) AS \"cnt\"\n FROM \"base\"\n GROUP BY \"group_col\"\n),\n\"params\" AS (\n SELECT\n \"group_col\",\n \"cnt\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) > CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) + 1\n ELSE CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n END AS \"upper_rn\"\n FROM \"counts\"\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_col\"\n ORDER BY \"measure_col\"\n ) AS \"rn\"\n FROM \"base\"\n)\nSELECT\n \"p\".\"group_col\" AS \"ALIGN\",\n CASE\n WHEN \"p\".\"lower_rn\" = \"p\".\"upper_rn\" THEN\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure_col\" END)\n ELSE\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure_col\" END) +\n (\"p\".\"pos\" - \"p\".\"lower_rn\") *\n (\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"upper_rn\" THEN \"r\".\"measure_col\" END) -\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure_col\" END)\n )\n END AS \"percentile_measure\"\nFROM \"params\" AS \"p\"\nJOIN \"ranked\" AS \"r\"\n ON \"r\".\"group_col\" = \"p\".\"group_col\"\n AND \"r\".\"rn\" IN (\"p\".\"lower_rn\", \"p\".\"upper_rn\")\nGROUP BY\n \"p\".\"group_col\",\n \"p\".\"pos\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates PERCENTILE_CONT(0.9) in SQLite with linear interpolation over ordered CAST(\"page_id\" AS REAL) values within each \"ALIGN\" group, excluding null/blank inputs."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_9d07eb8cc2bcc3e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8f0e71fa34dc38cc4e6c994d7775af052948e55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8894, "bytes_utf8": 8894, "lines": 254, "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": 641, "bytes_utf8": 641, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14675, "cached_input_tokens": 13696, "output_tokens": 723, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..278f36c3817655c6aa7415fa0224b4305aa2264e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_a004ced42f872c22", + "api_calls": 0, + "input_tokens": 14675, + "cached_input_tokens": 13696, + "output_tokens": 723, + "total_tokens": 15398, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14949.89, + "sql_execution_elapsed_ms_total": 48.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d810a9fddd67c2e121d584cd64c99ed83c76858 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:15.636064+00:00", + "ended_at": "2026-05-19T15:34:30.585985+00:00", + "elapsed_ms": 14949.89, + "prompt_metrics": { + "chars": 8894, + "bytes_utf8": 8894, + "lines": 254, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1039, + "bytes_utf8": 1039, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 641, + "bytes_utf8": 641, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14675, + "cached_input_tokens": 13696, + "output_tokens": 723, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fe95e4b193b3525bf88044c4b85d6619146b1f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,254 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=GSM, measure_col=APPEARANCES.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "GSM", + "measure_col": "APPEARANCES", + "item_col": "urlslug", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3fbceaf67b08c71f41e8dc273476a950f445487 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-9856-72f1-abe9-eeb00a01ebbd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"GSM\\\",\\n \\\"urlslug\\\",\\n SUM(CAST(\\\"APPEARANCES\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"APPEARANCES\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"APPEARANCES\\\" AS REAL))) OVER (PARTITION BY \\\"GSM\\\") AS share_within_group\\nFROM \\\"c16\\\"\\nWHERE \\\"APPEARANCES\\\" IS NOT NULL\\n AND TRIM(\\\"APPEARANCES\\\") <> ''\\nGROUP BY \\\"GSM\\\", \\\"urlslug\\\"\\nORDER BY share_within_group DESC\\nLIMIT 15;\",\"notes\":\"Uses the required template with group_col=\\\"GSM\\\", item_col=\\\"urlslug\\\", and measure_col=\\\"APPEARANCES\\\". CAST is applied because \\\"APPEARANCES\\\" is stored as TEXT in SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14675,"cached_input_tokens":13696,"output_tokens":723,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34e3156b27565678f68c4a1f44edd39652548239 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"GSM\",\n \"urlslug\",\n SUM(CAST(\"APPEARANCES\" AS REAL)) AS total_measure,\n SUM(CAST(\"APPEARANCES\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"APPEARANCES\" AS REAL))) OVER (PARTITION BY \"GSM\") AS share_within_group\nFROM \"c16\"\nWHERE \"APPEARANCES\" IS NOT NULL\n AND TRIM(\"APPEARANCES\") <> ''\nGROUP BY \"GSM\", \"urlslug\"\nORDER BY share_within_group DESC\nLIMIT 15;","notes":"Uses the required template with group_col=\"GSM\", item_col=\"urlslug\", and measure_col=\"APPEARANCES\". CAST is applied because \"APPEARANCES\" is stored as TEXT in SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a004ced42f872c22/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a419fc028bd2e710b94d9368b58b040c59d28669 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8482, "bytes_utf8": 8482, "lines": 252, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14551, "cached_input_tokens": 12032, "output_tokens": 556, "reasoning_output_tokens": 459}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..58ee26ec8c13329945d5e259b983f501f397e34f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_a0d4f08848c08b0c", + "api_calls": 0, + "input_tokens": 14551, + "cached_input_tokens": 12032, + "output_tokens": 556, + "total_tokens": 15107, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19967.39, + "sql_execution_elapsed_ms_total": 6.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..336e946f3d93b5e7d10f436d545244087682cab4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/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": "2026-05-19T15:30:52.319801+00:00", + "ended_at": "2026-05-19T15:31:12.287223+00:00", + "elapsed_ms": 19967.39, + "prompt_metrics": { + "chars": 8482, + "bytes_utf8": 8482, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1035, + "bytes_utf8": 1035, + "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": 345, + "bytes_utf8": 345, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14551, + "cached_input_tokens": 12032, + "output_tokens": 556, + "reasoning_output_tokens": 459 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a05f1790232647d7c90a527aa8fe0b94ed8ff544 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=YEAR, measure_col=page_id.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "YEAR", + "measure_col": "page_id", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 187526.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..01bdd8c17edec7408b1125987970e399477eaa2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dc-7e2e-7ee3-ae6e-1f4bb6b11b9e"} +{"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 1987880, Requested 15186. Please try again in 91ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"YEAR\\\", SUM(CAST(\\\"page_id\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c16\\\"\\nGROUP BY \\\"YEAR\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the grouped numeric sum template with group_col=\\\"YEAR\\\" and measure_col=\\\"page_id\\\". CAST is used because \\\"page_id\\\" is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14551,"cached_input_tokens":12032,"output_tokens":556,"reasoning_output_tokens":459}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa67e72a95c0e56cef9e75d4b7f0231458dcd55b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"YEAR\", SUM(CAST(\"page_id\" AS NUMERIC)) AS total_measure\nFROM \"c16\"\nGROUP BY \"YEAR\"\nORDER BY total_measure DESC;","notes":"Applied the grouped numeric sum template with group_col=\"YEAR\" and measure_col=\"page_id\". CAST is used because \"page_id\" is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a0d4f08848c08b0c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89cd66fd3f93bd406316dfe4fa0ac8278be21155 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8388, "bytes_utf8": 8388, "lines": 250, "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": 239, "bytes_utf8": 239, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14523, "cached_input_tokens": 12032, "output_tokens": 333, "reasoning_output_tokens": 267}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4bd8dca4d5a47903f782b6ff45c4c64d4499914a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_a352472f18a4ebc2", + "api_calls": 0, + "input_tokens": 14523, + "cached_input_tokens": 12032, + "output_tokens": 333, + "total_tokens": 14856, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19721.4, + "sql_execution_elapsed_ms_total": 3.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..68d681f42216b7189253e145ac166c7d7c05fdac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:41.255541+00:00", + "ended_at": "2026-05-19T15:32:00.976974+00:00", + "elapsed_ms": 19721.4, + "prompt_metrics": { + "chars": 8388, + "bytes_utf8": 8388, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1251, + "bytes_utf8": 1251, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 239, + "bytes_utf8": 239, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14523, + "cached_input_tokens": 12032, + "output_tokens": 333, + "reasoning_output_tokens": 267 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..caf27da60d810ef4a28d72e1ffdd5f6ad710eb80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c16", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=YEAR.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "YEAR", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3767767859c7865e647e2ce15d4fc4d5cc15908 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40dd-3d5b-7b12-b182-6e32842ca08b"} +{"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 1994999, Requested 15158. Please try again in 304ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15158. Please try again in 454ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"YEAR\\\", COUNT(*) AS row_count\\nFROM \\\"c16\\\"\\nGROUP BY \\\"YEAR\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned grouped-count template with \\\"YEAR\\\" as the grouping column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14523,"cached_input_tokens":12032,"output_tokens":333,"reasoning_output_tokens":267}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b5f5bd35f7e6f336cf4f182738c57e3fc46365a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"YEAR\", COUNT(*) AS row_count\nFROM \"c16\"\nGROUP BY \"YEAR\"\nORDER BY row_count DESC;","notes":"Uses the planned grouped-count template with \"YEAR\" as the grouping column."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a352472f18a4ebc2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea59369fa7ce95fbde065ee0d7c185a0993ff98e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:56.370785+00:00", + "ended_at": "2026-05-19T16:09:02.077321+00:00", + "elapsed_ms": 5706.51, + "returncode": 1, + "prompt_metrics": { + "chars": 8557, + "bytes_utf8": 8557, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..84948a9fcd9438707e33748a5ef61aa8edeb0bba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:03.079424+00:00", + "ended_at": "2026-05-19T16:09:06.265492+00:00", + "elapsed_ms": 3186.03, + "returncode": 1, + "prompt_metrics": { + "chars": 8557, + "bytes_utf8": 8557, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6b6ae18403c637546fac5b0b96bd3c516535ae4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=EYE, measure_col=YEAR.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "EYE", + "measure_col": "YEAR", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6b6ae18403c637546fac5b0b96bd3c516535ae4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=EYE, measure_col=YEAR.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "EYE", + "measure_col": "YEAR", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af71ed2b734ed6a53a728cf9860d7f73258a1830 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-5828-71b2-81e0-b75b44a11905"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94e6abd095d37cfbbadbc321b49c83f9f1918a42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-5828-71b2-81e0-b75b44a11905"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..13a314f0e4b62e8ba4ee33138cd24ed0cef7bfd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-727b-74e2-bbdd-7ccff0ea7337"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..befa48b06db362a15f40f71b094ac91086c0e908 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-727b-74e2-bbdd-7ccff0ea7337"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a4bb1054441fc41f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9aa5fdca4fcafc8d4dea60b2168e2b719b863cce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8660, "bytes_utf8": 8660, "lines": 250, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 618, "bytes_utf8": 618, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14606, "cached_input_tokens": 13696, "output_tokens": 562, "reasoning_output_tokens": 382}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a5ecdbbbc4a4d62e4300f00706f5c1fb99ce8fed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_a57a99e2cc984fa9", + "api_calls": 0, + "input_tokens": 14606, + "cached_input_tokens": 13696, + "output_tokens": 562, + "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": 15060.94, + "sql_execution_elapsed_ms_total": 13.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..12f3d92e149559306b970d8550a3c4772892279c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:55.621867+00:00", + "ended_at": "2026-05-19T15:45:10.682837+00:00", + "elapsed_ms": 15060.94, + "prompt_metrics": { + "chars": 8660, + "bytes_utf8": 8660, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1007, + "bytes_utf8": 1007, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 618, + "bytes_utf8": 618, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14606, + "cached_input_tokens": 13696, + "output_tokens": 562, + "reasoning_output_tokens": 382 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69bbf38fac970d3983910ce8e1cec96ab8bbc935 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=page_id.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "page_id", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23fb19d8a836c8255f6a62d58e72bd993b3bc383 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-5c5a-7a41-bbd6-296719203726"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"page_id\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"page_id\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"page_id\\\" IS NOT NULL AND TRIM(\\\"page_id\\\") <> ''\\n)\\nSELECT \\\"page_id\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"page_id\\\" AS INTEGER) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"page_id\\\" and num_tiles=10. CAST is used because \\\"page_id\\\" is stored as TEXT in the schema but represents numeric values; blank/null page_id rows are excluded.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14606,"cached_input_tokens":13696,"output_tokens":562,"reasoning_output_tokens":382}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f04147abf77addd494f9bea9ba71cb71cd2c6b29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"page_id\",\n NTILE(10) OVER (ORDER BY CAST(\"page_id\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"c16\"\n WHERE \"page_id\" IS NOT NULL AND TRIM(\"page_id\") <> ''\n)\nSELECT \"page_id\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"page_id\" AS INTEGER) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"page_id\" and num_tiles=10. CAST is used because \"page_id\" is stored as TEXT in the schema but represents numeric values; blank/null page_id rows are excluded."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a57a99e2cc984fa9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..515242570ddbed6af85adddac84bd0fdcc607dfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8745, "bytes_utf8": 8745, "lines": 255, "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": 470, "bytes_utf8": 470, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14612, "cached_input_tokens": 12032, "output_tokens": 654, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cf8e769f735df70cc7418be5f6c8139393ef15d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_a8f824bd83c590bb", + "api_calls": 0, + "input_tokens": 14612, + "cached_input_tokens": 12032, + "output_tokens": 654, + "total_tokens": 15266, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15047.33, + "sql_execution_elapsed_ms_total": 7.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fe21ebaa45bed82c89d1251c0fe99a0a99a61383 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/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": "2026-05-19T16:01:37.546246+00:00", + "ended_at": "2026-05-19T16:01:52.593608+00:00", + "elapsed_ms": 15047.33, + "prompt_metrics": { + "chars": 8745, + "bytes_utf8": 8745, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 836, + "bytes_utf8": 836, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 470, + "bytes_utf8": 470, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14612, + "cached_input_tokens": 12032, + "output_tokens": 654, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9e0da5bc07df51cd26c108291a517d5675a2154 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=YEAR, condition_col=ID.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "YEAR", + "condition_col": "ID", + "condition_value": "Public Identity", + "positive_value": "Public Identity", + "negative_value": "Secret Identity", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..693730756c27f9256829fcd3203f0a0cf5757503 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-a623-7000-a0fa-b298af3208f0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT\\n \\\"YEAR\\\",\\n AVG(CASE WHEN \\\"ID\\\" = 'Public Identity' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c16\\\"\\nWHERE \\\"YEAR\\\" IS NOT NULL AND \\\"YEAR\\\" <> ''\\nGROUP BY \\\"YEAR\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Groups records by YEAR and computes the rate of rows where ID is 'Public Identity'. Excludes missing YEAR values and applies the bound minimum group size of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14612,"cached_input_tokens":12032,"output_tokens":654,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..133e00df9b1c100103a67c01782e68919d59d1de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT\n \"YEAR\",\n AVG(CASE WHEN \"ID\" = 'Public Identity' THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"c16\"\nWHERE \"YEAR\" IS NOT NULL AND \"YEAR\" <> ''\nGROUP BY \"YEAR\"\nHAVING COUNT(*) >= 5\nORDER BY \"condition_rate\" DESC;","notes":"Groups records by YEAR and computes the rate of rows where ID is 'Public Identity'. Excludes missing YEAR values and applies the bound minimum group size of 5."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_a8f824bd83c590bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0fd99996ac40a1faacdef3e2b7b31c97fa88526d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8656, "bytes_utf8": 8656, "lines": 252, "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": 8656, "bytes_utf8": 8656, "lines": 252, "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": 1906, "bytes_utf8": 1906, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14589, "cached_input_tokens": 12032, "output_tokens": 2762, "reasoning_output_tokens": 2070}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..38434b13995a16b523b8b25f2d001043917513b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_aa3a665613efb87f", + "api_calls": 0, + "input_tokens": 14589, + "cached_input_tokens": 12032, + "output_tokens": 2762, + "total_tokens": 17351, + "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": 43636.8, + "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_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..972675f17d14f7d51ae1cbff851a5806c4260dde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:43.174464+00:00", + "ended_at": "2026-05-19T15:54:46.604124+00:00", + "elapsed_ms": 3429.62, + "returncode": 1, + "prompt_metrics": { + "chars": 8656, + "bytes_utf8": 8656, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d20f86389eea9c2d82372bca0bed70facb1a7181 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:47.606028+00:00", + "ended_at": "2026-05-19T15:55:27.813240+00:00", + "elapsed_ms": 40207.18, + "prompt_metrics": { + "chars": 8656, + "bytes_utf8": 8656, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2579, + "bytes_utf8": 2579, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1906, + "bytes_utf8": 1906, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14589, + "cached_input_tokens": 12032, + "output_tokens": 2762, + "reasoning_output_tokens": 2070 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4992a93a08c00122e3db38b918ea95973065425 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=SEX, measure_col=page_id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "SEX", + "measure_col": "page_id", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4992a93a08c00122e3db38b918ea95973065425 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=SEX, measure_col=page_id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "SEX", + "measure_col": "page_id", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a77e9cc1cbd0621e881395482010bd4050d85d50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-538c-7e22-b66d-65d8e7d03361"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6de75a9a2235afc056bf178576fc506070033de9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-538c-7e22-b66d-65d8e7d03361"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..840e513283379634b6b853db385169fcd9303620 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-64ee-7781-be8e-7edb7bde96e9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"__base\\\" AS (\\n SELECT\\n \\\"SEX\\\" AS \\\"SEX\\\",\\n CAST(\\\"page_id\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"SEX\\\" IS NOT NULL\\n AND TRIM(\\\"SEX\\\") <> ''\\n AND \\\"page_id\\\" IS NOT NULL\\n AND TRIM(\\\"page_id\\\") <> ''\\n),\\n\\\"__ordered\\\" AS (\\n SELECT\\n \\\"SEX\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"SEX\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"SEX\\\") AS \\\"cnt\\\"\\n FROM \\\"__base\\\"\\n),\\n\\\"__positions\\\" AS (\\n SELECT\\n \\\"SEX\\\",\\n (0.9 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"pos\\\",\\n CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (0.9 * (\\\"cnt\\\" - 1) + 1.0) > CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n THEN CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) + 1\\n ELSE CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n END AS \\\"hi_rn\\\"\\n FROM \\\"__ordered\\\"\\n GROUP BY \\\"SEX\\\", \\\"cnt\\\"\\n),\\n\\\"__picked\\\" AS (\\n SELECT\\n p.\\\"SEX\\\",\\n p.\\\"pos\\\",\\n p.\\\"lo_rn\\\",\\n p.\\\"hi_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lo_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"hi_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"hi_val\\\"\\n FROM \\\"__positions\\\" AS p\\n JOIN \\\"__ordered\\\" AS o\\n ON o.\\\"SEX\\\" = p.\\\"SEX\\\"\\n GROUP BY p.\\\"SEX\\\", p.\\\"pos\\\", p.\\\"lo_rn\\\", p.\\\"hi_rn\\\"\\n)\\nSELECT\\n \\\"SEX\\\",\\n CASE\\n WHEN \\\"lo_val\\\" IS NULL THEN NULL\\n WHEN \\\"hi_val\\\" IS NULL OR \\\"hi_rn\\\" = \\\"lo_rn\\\" THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + (\\\"pos\\\" - \\\"lo_rn\\\") * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"__picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"SEX\\\";\",\"notes\":\"Emulates PERCENTILE_CONT(0.9) in SQLite by ordering CAST(\\\"page_id\\\" AS REAL) within each \\\"SEX\\\" group and linearly interpolating between the surrounding ranks; excludes null/empty \\\"SEX\\\" and \\\"page_id\\\" values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14589,"cached_input_tokens":12032,"output_tokens":2762,"reasoning_output_tokens":2070}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fa0d05a9ac4029c90dbf677ae49ade05006dbcd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"__base\" AS (\n SELECT\n \"SEX\" AS \"SEX\",\n CAST(\"page_id\" AS REAL) AS \"measure\"\n FROM \"c16\"\n WHERE \"SEX\" IS NOT NULL\n AND TRIM(\"SEX\") <> ''\n AND \"page_id\" IS NOT NULL\n AND TRIM(\"page_id\") <> ''\n),\n\"__ordered\" AS (\n SELECT\n \"SEX\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"SEX\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"SEX\") AS \"cnt\"\n FROM \"__base\"\n),\n\"__positions\" AS (\n SELECT\n \"SEX\",\n (0.9 * (\"cnt\" - 1) + 1.0) AS \"pos\",\n CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (0.9 * (\"cnt\" - 1) + 1.0) > CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER)\n THEN CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) + 1\n ELSE CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER)\n END AS \"hi_rn\"\n FROM \"__ordered\"\n GROUP BY \"SEX\", \"cnt\"\n),\n\"__picked\" AS (\n SELECT\n p.\"SEX\",\n p.\"pos\",\n p.\"lo_rn\",\n p.\"hi_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lo_rn\" THEN o.\"measure\" END) AS \"lo_val\",\n MAX(CASE WHEN o.\"rn\" = p.\"hi_rn\" THEN o.\"measure\" END) AS \"hi_val\"\n FROM \"__positions\" AS p\n JOIN \"__ordered\" AS o\n ON o.\"SEX\" = p.\"SEX\"\n GROUP BY p.\"SEX\", p.\"pos\", p.\"lo_rn\", p.\"hi_rn\"\n)\nSELECT\n \"SEX\",\n CASE\n WHEN \"lo_val\" IS NULL THEN NULL\n WHEN \"hi_val\" IS NULL OR \"hi_rn\" = \"lo_rn\" THEN \"lo_val\"\n ELSE \"lo_val\" + (\"pos\" - \"lo_rn\") * (\"hi_val\" - \"lo_val\")\n END AS \"percentile_measure\"\nFROM \"__picked\"\nORDER BY \"percentile_measure\" DESC, \"SEX\";","notes":"Emulates PERCENTILE_CONT(0.9) in SQLite by ordering CAST(\"page_id\" AS REAL) within each \"SEX\" group and linearly interpolating between the surrounding ranks; excludes null/empty \"SEX\" and \"page_id\" values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aa3a665613efb87f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..599fda5a4282177ffa2c0e89ccf711edc2118ef2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/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": "2026-05-19T16:06:32.749521+00:00", + "ended_at": "2026-05-19T16:06:36.065436+00:00", + "elapsed_ms": 3315.89, + "returncode": 1, + "prompt_metrics": { + "chars": 8468, + "bytes_utf8": 8468, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f51167353d7662f4c5442d897a9faeec78cf8d7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/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": "2026-05-19T16:06:37.067404+00:00", + "ended_at": "2026-05-19T16:06:40.008085+00:00", + "elapsed_ms": 2940.64, + "returncode": 1, + "prompt_metrics": { + "chars": 8468, + "bytes_utf8": 8468, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..895f8f7e03ec4c763cb0e942db4909b1de8d7c37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=HAIR.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "HAIR", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..895f8f7e03ec4c763cb0e942db4909b1de8d7c37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=HAIR.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "HAIR", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..770bea7b34d43c542708aa5856d9f20810503cad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-273a-7541-bcb3-a9ddafaa4cae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1e3741680e4796d15c6c11423dc628bc225349c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-273a-7541-bcb3-a9ddafaa4cae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bea86db1f33d4bc437dc35b0031e00bebbf89eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3808-77b3-a2e2-26f062791ea1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..63e74c3616fc4885f02350018c4538d0f49a00ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3808-77b3-a2e2-26f062791ea1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ad68e61ec284307d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1f655c7c33f001812b03f026c6e0cb38191ca8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8417, "bytes_utf8": 8417, "lines": 250, "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": 8417, "bytes_utf8": 8417, "lines": 250, "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": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14540, "cached_input_tokens": 12032, "output_tokens": 623, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7ee47b6eb8364bb7ce2ae35eb65b5a625acb1fe1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_aebcbf58f3ed0f1d", + "api_calls": 0, + "input_tokens": 14540, + "cached_input_tokens": 12032, + "output_tokens": 623, + "total_tokens": 15163, + "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": 17911.09, + "sql_execution_elapsed_ms_total": 3.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2aeec80ec98a0d56698fbb6e3cb825b280e0b0ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:40.441481+00:00", + "ended_at": "2026-05-19T16:05:43.804492+00:00", + "elapsed_ms": 3362.98, + "returncode": 1, + "prompt_metrics": { + "chars": 8417, + "bytes_utf8": 8417, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fe42d85aa7041b989d8fbcc473e0597f887edeb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/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": "2026-05-19T16:05:44.806939+00:00", + "ended_at": "2026-05-19T16:05:59.355111+00:00", + "elapsed_ms": 14548.11, + "prompt_metrics": { + "chars": 8417, + "bytes_utf8": 8417, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 706, + "bytes_utf8": 706, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 358, + "bytes_utf8": 358, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14540, + "cached_input_tokens": 12032, + "output_tokens": 623, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbf5e4d905c3af20150a01c35ec4fddc882b4c51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=YEAR.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "YEAR", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbf5e4d905c3af20150a01c35ec4fddc882b4c51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=YEAR.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "YEAR", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..deb862bc6fc60b797b4995dcc548a409cbfa1613 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-5af4-73a3-b9c9-f10ec60e074b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5da836da7d1f901047be02175bb86751ce85b42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-5af4-73a3-b9c9-f10ec60e074b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..87e01f22f6973518c40a45d3a6b2cf4109790862 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-6bf6-7a20-a608-fbd50dd8a1a0"} +{"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(\\\"YEAR\\\" AS REAL) <= 2003.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c16\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template on measure_col=\\\"YEAR\\\" with measure_threshold=2003.0. CAST(\\\"YEAR\\\" AS REAL) is used because the SQLite schema stores YEAR as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14540,"cached_input_tokens":12032,"output_tokens":623,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1103914aed72495ec706727638a88a6d0bdf4329 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"YEAR\" AS REAL) <= 2003.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c16\";","notes":"Applied the Threshold Rarity CDF template on measure_col=\"YEAR\" with measure_threshold=2003.0. CAST(\"YEAR\" AS REAL) is used because the SQLite schema stores YEAR as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aebcbf58f3ed0f1d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e1edb5324ac0d4658ae6907a4be2aa204aa8096 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8472, "bytes_utf8": 8472, "lines": 250, "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": 328, "bytes_utf8": 328, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14561, "cached_input_tokens": 12032, "output_tokens": 321, "reasoning_output_tokens": 226}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ece25651c852c22c8edc2e213917a3854e272a25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_aef8d7d2bdd47583", + "api_calls": 0, + "input_tokens": 14561, + "cached_input_tokens": 12032, + "output_tokens": 321, + "total_tokens": 14882, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8538.51, + "sql_execution_elapsed_ms_total": 3.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ba057f2304ccdecbb3f82363cfea60fde37ba3aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/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": "2026-05-19T16:07:41.932619+00:00", + "ended_at": "2026-05-19T16:07:50.471162+00:00", + "elapsed_ms": 8538.51, + "prompt_metrics": { + "chars": 8472, + "bytes_utf8": 8472, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 685, + "bytes_utf8": 685, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 328, + "bytes_utf8": 328, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14561, + "cached_input_tokens": 12032, + "output_tokens": 321, + "reasoning_output_tokens": 226 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d42b4209ad11f84a565a700cecaa9fb030216eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=YEAR.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "YEAR", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..276e818a074d49e19065411a217079a3c3790fca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-3591-77f3-8ccc-82908c873fe7"} +{"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 \\\"YEAR\\\",\\n COUNT(*) AS support\\nFROM \\\"c16\\\"\\nGROUP BY \\\"YEAR\\\"\\nORDER BY support ASC, \\\"YEAR\\\"\\nLIMIT 15;\",\"notes\":\"Instantiated the provided Low-Support Group Count template with group_col=\\\"YEAR\\\" and top_k=15 using only the single table \\\"c16\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14561,"cached_input_tokens":12032,"output_tokens":321,"reasoning_output_tokens":226}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e17a68ac9ff9302067164c74e3269ce6f4e8f652 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"YEAR\",\n COUNT(*) AS support\nFROM \"c16\"\nGROUP BY \"YEAR\"\nORDER BY support ASC, \"YEAR\"\nLIMIT 15;","notes":"Instantiated the provided Low-Support Group Count template with group_col=\"YEAR\" and top_k=15 using only the single table \"c16\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_aef8d7d2bdd47583/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8bb13925cecac4da4e9ef7def0abb52c9ed91e6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8650, "bytes_utf8": 8650, "lines": 252, "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": 1738, "bytes_utf8": 1738, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14589, "cached_input_tokens": 12032, "output_tokens": 4213, "reasoning_output_tokens": 3624}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..67fc60d46062b3958ffe0d7d44ed66a34083c83f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_b01f2941089db58d", + "api_calls": 0, + "input_tokens": 14589, + "cached_input_tokens": 12032, + "output_tokens": 4213, + "total_tokens": 18802, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 65971.15, + "sql_execution_elapsed_ms_total": 28.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4641e97fb7f81ef9d432ed53d637739dba1cf878 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/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": "2026-05-19T15:59:28.545745+00:00", + "ended_at": "2026-05-19T16:00:34.516932+00:00", + "elapsed_ms": 65971.15, + "prompt_metrics": { + "chars": 8650, + "bytes_utf8": 8650, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2360, + "bytes_utf8": 2360, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1738, + "bytes_utf8": 1738, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14589, + "cached_input_tokens": 12032, + "output_tokens": 4213, + "reasoning_output_tokens": 3624 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..693878d54235db0cb9c44e6a1764d3e8d479b06f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=EYE, measure_col=YEAR.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "EYE", + "measure_col": "YEAR", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b81dff4faa65bfe97b67e95027f30abb299afa6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-ae25-7103-924e-106cd4ed42ee"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"EYE\\\" AS \\\"eye_group\\\",\\n CAST(TRIM(\\\"YEAR\\\") AS REAL) AS \\\"year_value\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"EYE\\\" IS NOT NULL\\n AND TRIM(\\\"EYE\\\") <> ''\\n AND TRIM(\\\"YEAR\\\") GLOB '[0-9][0-9][0-9][0-9]'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"eye_group\\\",\\n \\\"year_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"eye_group\\\" ORDER BY \\\"year_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"eye_group\\\") AS \\\"n\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"eye_group\\\",\\n MIN(\\\"n\\\") AS \\\"n\\\",\\n (95 * MIN(\\\"n\\\") + 5) AS \\\"num\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"eye_group\\\"\\n HAVING MIN(\\\"n\\\") >= 5\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"eye_group\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = CAST(p.\\\"num\\\" / 100 AS INTEGER) THEN r.\\\"year_value\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = CAST(p.\\\"num\\\" / 100 AS INTEGER) + CASE WHEN (p.\\\"num\\\" % 100) = 0 THEN 0 ELSE 1 END THEN r.\\\"year_value\\\" END) AS \\\"hi_val\\\",\\n ((p.\\\"num\\\" % 100) / 100.0) AS \\\"frac\\\"\\n FROM \\\"params\\\" AS p\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"eye_group\\\" = p.\\\"eye_group\\\"\\n GROUP BY p.\\\"eye_group\\\", p.\\\"num\\\"\\n)\\nSELECT\\n \\\"eye_group\\\" AS \\\"EYE\\\",\\n CASE\\n WHEN \\\"lo_val\\\" IS NULL OR \\\"hi_val\\\" IS NULL THEN NULL\\n WHEN \\\"frac\\\" = 0 THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + \\\"frac\\\" * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"EYE\\\" ASC;\",\"notes\":\"Emulates PERCENTILE_CONT(0.95) for each \\\"EYE\\\" group in SQLite using window functions and linear interpolation over numeric \\\"YEAR\\\" values, excluding blank/non-4-digit years and requiring at least 5 rows per group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14589,"cached_input_tokens":12032,"output_tokens":4213,"reasoning_output_tokens":3624}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..715e2d82334d718fd83e890008699ebdbd27b048 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"EYE\" AS \"eye_group\",\n CAST(TRIM(\"YEAR\") AS REAL) AS \"year_value\"\n FROM \"c16\"\n WHERE \"EYE\" IS NOT NULL\n AND TRIM(\"EYE\") <> ''\n AND TRIM(\"YEAR\") GLOB '[0-9][0-9][0-9][0-9]'\n),\n\"ranked\" AS (\n SELECT\n \"eye_group\",\n \"year_value\",\n ROW_NUMBER() OVER (PARTITION BY \"eye_group\" ORDER BY \"year_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"eye_group\") AS \"n\"\n FROM \"base\"\n),\n\"params\" AS (\n SELECT\n \"eye_group\",\n MIN(\"n\") AS \"n\",\n (95 * MIN(\"n\") + 5) AS \"num\"\n FROM \"ranked\"\n GROUP BY \"eye_group\"\n HAVING MIN(\"n\") >= 5\n),\n\"picked\" AS (\n SELECT\n p.\"eye_group\",\n MAX(CASE WHEN r.\"rn\" = CAST(p.\"num\" / 100 AS INTEGER) THEN r.\"year_value\" END) AS \"lo_val\",\n MAX(CASE WHEN r.\"rn\" = CAST(p.\"num\" / 100 AS INTEGER) + CASE WHEN (p.\"num\" % 100) = 0 THEN 0 ELSE 1 END THEN r.\"year_value\" END) AS \"hi_val\",\n ((p.\"num\" % 100) / 100.0) AS \"frac\"\n FROM \"params\" AS p\n JOIN \"ranked\" AS r\n ON r.\"eye_group\" = p.\"eye_group\"\n GROUP BY p.\"eye_group\", p.\"num\"\n)\nSELECT\n \"eye_group\" AS \"EYE\",\n CASE\n WHEN \"lo_val\" IS NULL OR \"hi_val\" IS NULL THEN NULL\n WHEN \"frac\" = 0 THEN \"lo_val\"\n ELSE \"lo_val\" + \"frac\" * (\"hi_val\" - \"lo_val\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC, \"EYE\" ASC;","notes":"Emulates PERCENTILE_CONT(0.95) for each \"EYE\" group in SQLite using window functions and linear interpolation over numeric \"YEAR\" values, excluding blank/non-4-digit years and requiring at least 5 rows per group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b01f2941089db58d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5210b2473c0d38a960fb4292247b7b0006b3cc3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8768, "bytes_utf8": 8768, "lines": 255, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 341, "bytes_utf8": 341, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14618, "cached_input_tokens": 12032, "output_tokens": 458, "reasoning_output_tokens": 357}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d5fa66b51b3da1ad04b07bf1939847a58775a5ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_b14901b0b3adc6c0", + "api_calls": 0, + "input_tokens": 14618, + "cached_input_tokens": 12032, + "output_tokens": 458, + "total_tokens": 15076, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10050.31, + "sql_execution_elapsed_ms_total": 3.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0c89ca0c2ad91ce0cd85772926281a2d5e066bc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:15.064125+00:00", + "ended_at": "2026-05-19T16:03:25.114469+00:00", + "elapsed_ms": 10050.31, + "prompt_metrics": { + "chars": 8768, + "bytes_utf8": 8768, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 696, + "bytes_utf8": 696, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 341, + "bytes_utf8": 341, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14618, + "cached_input_tokens": 12032, + "output_tokens": 458, + "reasoning_output_tokens": 357 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0aecb05b407bd356b401c75d5aedba89a73399a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=SEX, condition_col=ALIVE.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "SEX", + "condition_col": "ALIVE", + "condition_value": "Deceased Characters", + "positive_value": "Living Characters", + "negative_value": "Deceased Characters", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40cd4a3c959882b1eec568d3e3515b495fe4c1db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-22f8-7912-9b91-5cc987eb2e92"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"SEX\\\",\\n AVG(CASE WHEN \\\"ALIVE\\\" = 'Deceased Characters' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c16\\\"\\nGROUP BY \\\"SEX\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Groups by SEX and computes the within-group proportion where ALIVE is 'Deceased Characters'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14618,"cached_input_tokens":12032,"output_tokens":458,"reasoning_output_tokens":357}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5db91622d994e5f272d8ec0b3f0ada93f3b9856b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"SEX\",\n AVG(CASE WHEN \"ALIVE\" = 'Deceased Characters' THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"c16\"\nGROUP BY \"SEX\"\nORDER BY \"condition_rate\" DESC;","notes":"Groups by SEX and computes the within-group proportion where ALIVE is 'Deceased Characters'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b14901b0b3adc6c0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d5ba8ffaf565631801f1d94e41ce28d7a4600b6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9028, "bytes_utf8": 9028, "lines": 252, "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": 819, "bytes_utf8": 819, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14687, "cached_input_tokens": 12032, "output_tokens": 739, "reasoning_output_tokens": 493}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5cae08d0ea0294d4f533881db4e6497037c78423 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_b1fddc07a4b0cbe3", + "api_calls": 0, + "input_tokens": 14687, + "cached_input_tokens": 12032, + "output_tokens": 739, + "total_tokens": 15426, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16350.97, + "sql_execution_elapsed_ms_total": 4.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b7ce87ddbd0d401e2a90a62c285e07f846ea1b02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/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": "2026-05-19T15:50:01.750472+00:00", + "ended_at": "2026-05-19T15:50:18.101479+00:00", + "elapsed_ms": 16350.97, + "prompt_metrics": { + "chars": 9028, + "bytes_utf8": 9028, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1263, + "bytes_utf8": 1263, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 819, + "bytes_utf8": 819, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14687, + "cached_input_tokens": 12032, + "output_tokens": 739, + "reasoning_output_tokens": 493 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af4b10981e725fff7cbfaaf802b2d60087bdc7b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SEX, measure_col=YEAR.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "SEX", + "measure_col": "YEAR", + "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": 1998.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4dd89d0ceb9975d44527e7d9a8321a927593762 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-0824-7fe3-b2f8-cfd01a86d0eb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"SEX\\\",\\n SUM(CAST(NULLIF(\\\"YEAR\\\", '') AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"SEX\\\" IS NOT NULL\\n AND TRIM(\\\"SEX\\\") <> ''\\n AND \\\"YEAR\\\" IS NOT NULL\\n AND TRIM(\\\"YEAR\\\") <> ''\\n GROUP BY \\\"SEX\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"SEX\\\",\\n g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Used the provided relative-to-total threshold template with \\\"SEX\\\" as the grouping column and \\\"YEAR\\\" as the summed measure, casting \\\"YEAR\\\" from TEXT to REAL and filtering out null/blank values for stability.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14687,"cached_input_tokens":12032,"output_tokens":739,"reasoning_output_tokens":493}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f65e8db409f807221a3f8b20c3d2cebb89cbbd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT\n \"SEX\",\n SUM(CAST(NULLIF(\"YEAR\", '') AS REAL)) AS \"group_value\"\n FROM \"c16\"\n WHERE \"SEX\" IS NOT NULL\n AND TRIM(\"SEX\") <> ''\n AND \"YEAR\" IS NOT NULL\n AND TRIM(\"YEAR\") <> ''\n GROUP BY \"SEX\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT\n g.\"SEX\",\n g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;","notes":"Used the provided relative-to-total threshold template with \"SEX\" as the grouping column and \"YEAR\" as the summed measure, casting \"YEAR\" from TEXT to REAL and filtering out null/blank values for stability."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b1fddc07a4b0cbe3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a4ee514f9c98ae09e6ca9ea31d77512e588563c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:15.075376+00:00", + "ended_at": "2026-05-19T16:10:17.987264+00:00", + "elapsed_ms": 2911.86, + "returncode": 1, + "prompt_metrics": { + "chars": 8566, + "bytes_utf8": 8566, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..017850371ffc177bb53ec1a0adf0cbef23e5f3b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:18.989726+00:00", + "ended_at": "2026-05-19T16:10:23.240534+00:00", + "elapsed_ms": 4250.76, + "returncode": 1, + "prompt_metrics": { + "chars": 8566, + "bytes_utf8": 8566, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59bc22575bdbd1370cabf479ab8971a857a40650 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=YEAR, measure_col=APPEARANCES.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "YEAR", + "measure_col": "APPEARANCES", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..59bc22575bdbd1370cabf479ab8971a857a40650 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=YEAR, measure_col=APPEARANCES.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "YEAR", + "measure_col": "APPEARANCES", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0172c3c2aabef96c51d97039664919515f172aa6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-8b99-7691-8591-d247efecf675"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..037c179d321cdda41f9bd688a260ec5bb698fcdc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-8b99-7691-8591-d247efecf675"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5a964fd97a0b0c0b7128649a0caaa8bc2388780 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-9b13-7be1-9bcf-7b54f482eff4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4677bc0603d96d6e363465dcf5b9ab56314e1f89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b5a2f7f0f8bc90ec/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-9b13-7be1-9bcf-7b54f482eff4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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100644 index 0000000000000000000000000000000000000000..ef78142f261aeb31c474e667323060bc8cbba992 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8887, "bytes_utf8": 8887, "lines": 254, "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": 732, "bytes_utf8": 732, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14672, "cached_input_tokens": 12032, "output_tokens": 678, "reasoning_output_tokens": 452}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c8170b82e0a20c3ed444a0fb33aaaea16fcd7403 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_b60330a469f81d81", + "api_calls": 0, + "input_tokens": 14672, + "cached_input_tokens": 12032, + "output_tokens": 678, + "total_tokens": 15350, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14303.07, + "sql_execution_elapsed_ms_total": 29.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e0d5383808ebcfe57201267a03e2c7c5b44203e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:29.830781+00:00", + "ended_at": "2026-05-19T15:37:44.133877+00:00", + "elapsed_ms": 14303.07, + "prompt_metrics": { + "chars": 8887, + "bytes_utf8": 8887, + "lines": 254, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1143, + "bytes_utf8": 1143, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 732, + "bytes_utf8": 732, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14672, + "cached_input_tokens": 12032, + "output_tokens": 678, + "reasoning_output_tokens": 452 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e28019874a61e0c62be1c016d898485e246c8b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,254 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=SEX, measure_col=APPEARANCES.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "SEX", + "measure_col": "APPEARANCES", + "item_col": "urlslug", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d47fc091ced247c68628f326dba863e226e4de0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-8f10-7520-b47b-86891ee7f52f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"SEX\\\", \\\"urlslug\\\",\\n SUM(CAST(\\\"APPEARANCES\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"APPEARANCES\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"APPEARANCES\\\" AS REAL))) OVER (PARTITION BY \\\"SEX\\\") AS share_within_group\\nFROM \\\"c16\\\"\\nWHERE \\\"SEX\\\" IS NOT NULL AND \\\"SEX\\\" <> ''\\n AND \\\"urlslug\\\" IS NOT NULL AND \\\"urlslug\\\" <> ''\\n AND \\\"APPEARANCES\\\" IS NOT NULL AND \\\"APPEARANCES\\\" <> ''\\nGROUP BY \\\"SEX\\\", \\\"urlslug\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the required template with group_col=\\\"SEX\\\", item_col=\\\"urlslug\\\", and measure_col=\\\"APPEARANCES\\\". Casts \\\"APPEARANCES\\\" from TEXT to REAL and filters blank/null grouping and item values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14672,"cached_input_tokens":12032,"output_tokens":678,"reasoning_output_tokens":452}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad12be109bc2a62eac0759407b397ae178ea70da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"SEX\", \"urlslug\",\n SUM(CAST(\"APPEARANCES\" AS REAL)) AS total_measure,\n SUM(CAST(\"APPEARANCES\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"APPEARANCES\" AS REAL))) OVER (PARTITION BY \"SEX\") AS share_within_group\nFROM \"c16\"\nWHERE \"SEX\" IS NOT NULL AND \"SEX\" <> ''\n AND \"urlslug\" IS NOT NULL AND \"urlslug\" <> ''\n AND \"APPEARANCES\" IS NOT NULL AND \"APPEARANCES\" <> ''\nGROUP BY \"SEX\", \"urlslug\"\nORDER BY share_within_group DESC;","notes":"Uses the required template with group_col=\"SEX\", item_col=\"urlslug\", and measure_col=\"APPEARANCES\". Casts \"APPEARANCES\" from TEXT to REAL and filters blank/null grouping and item values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b60330a469f81d81/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea323b72409f39870b9ef90b61f6389fbb214f8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8652, "bytes_utf8": 8652, "lines": 250, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 581, "bytes_utf8": 581, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14604, "cached_input_tokens": 13696, "output_tokens": 630, "reasoning_output_tokens": 470}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b3b3ceb5a9a5a666e852624eb81594b624ecf64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_b71c26457f79e58e", + "api_calls": 0, + "input_tokens": 14604, + "cached_input_tokens": 13696, + "output_tokens": 630, + "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": 13573.37, + "sql_execution_elapsed_ms_total": 12.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f51028b7fc93bf9d6462bb02814cb01a5613b6b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:59.645269+00:00", + "ended_at": "2026-05-19T15:44:13.218673+00:00", + "elapsed_ms": 13573.37, + "prompt_metrics": { + "chars": 8652, + "bytes_utf8": 8652, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 961, + "bytes_utf8": 961, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 581, + "bytes_utf8": 581, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14604, + "cached_input_tokens": 13696, + "output_tokens": 630, + "reasoning_output_tokens": 470 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca2215d7902f61626ab0a72c89885b456621c80d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=YEAR.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "YEAR", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d46fad08a606df48cd45229f7d571fb2ad13962a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-818e-72b3-955a-8a613154fb28"} +{"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(\\\"YEAR\\\" AS INTEGER) AS \\\"YEAR\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"YEAR\\\" AS INTEGER) DESC) AS tail_bucket\\n FROM \\\"c16\\\"\\n WHERE \\\"YEAR\\\" IS NOT NULL AND TRIM(\\\"YEAR\\\") <> \\\"\\\"\\n)\\nSELECT \\\"YEAR\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"YEAR\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"YEAR\\\" and num_tiles=10. Cast \\\"YEAR\\\" to INTEGER because the schema stores it as TEXT, and excluded blank/null values before bucketing.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14604,"cached_input_tokens":13696,"output_tokens":630,"reasoning_output_tokens":470}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c1d6c000c149c499c4216f881caefe467c42af1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"YEAR\" AS INTEGER) AS \"YEAR\",\n NTILE(10) OVER (ORDER BY CAST(\"YEAR\" AS INTEGER) DESC) AS tail_bucket\n FROM \"c16\"\n WHERE \"YEAR\" IS NOT NULL AND TRIM(\"YEAR\") <> \"\"\n)\nSELECT \"YEAR\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"YEAR\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"YEAR\" and num_tiles=10. Cast \"YEAR\" to INTEGER because the schema stores it as TEXT, and excluded blank/null values before bucketing."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b71c26457f79e58e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92d6a6f34d732b3666d70a07524bc7c1d597217c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8893, "bytes_utf8": 8893, "lines": 254, "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": 976, "bytes_utf8": 976, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14672, "cached_input_tokens": 12032, "output_tokens": 1128, "reasoning_output_tokens": 848}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2bfb4c9364c27d6712a690929bb5cad16a9251b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_b9481ae0760ec4bc", + "api_calls": 0, + "input_tokens": 14672, + "cached_input_tokens": 12032, + "output_tokens": 1128, + "total_tokens": 15800, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23742.83, + "sql_execution_elapsed_ms_total": 7.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4bdd8d3b2c58ab957a625ef802fe1de60e3279bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:42.966483+00:00", + "ended_at": "2026-05-19T15:36:06.709339+00:00", + "elapsed_ms": 23742.83, + "prompt_metrics": { + "chars": 8893, + "bytes_utf8": 8893, + "lines": 254, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1419, + "bytes_utf8": 1419, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 976, + "bytes_utf8": 976, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14672, + "cached_input_tokens": 12032, + "output_tokens": 1128, + "reasoning_output_tokens": 848 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5726d868ea8c061359d5bc8d6fab30dc24265b85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,254 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ALIGN, measure_col=APPEARANCES.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ALIGN", + "measure_col": "APPEARANCES", + "item_col": "YEAR", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..710bcbdc85199613c02c497b0e18848b6f38fe38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-ed8a-7bf1-8f5b-7109f3f1da0c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"ALIGN\\\",\\n \\\"YEAR\\\",\\n CAST(NULLIF(\\\"APPEARANCES\\\", '') AS REAL) AS \\\"appearances_value\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"ALIGN\\\" IS NOT NULL\\n AND \\\"ALIGN\\\" <> ''\\n AND \\\"YEAR\\\" IS NOT NULL\\n AND \\\"YEAR\\\" <> ''\\n AND NULLIF(\\\"APPEARANCES\\\", '') IS NOT NULL\\n)\\nSELECT\\n \\\"ALIGN\\\",\\n \\\"YEAR\\\",\\n SUM(\\\"appearances_value\\\") AS total_measure,\\n SUM(\\\"appearances_value\\\") * 100.0 / SUM(SUM(\\\"appearances_value\\\")) OVER (PARTITION BY \\\"ALIGN\\\") AS share_within_group\\nFROM \\\"base\\\"\\nGROUP BY \\\"ALIGN\\\", \\\"YEAR\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the planned within-group share template with group_col=\\\"ALIGN\\\", item_col=\\\"YEAR\\\", and measure_col=\\\"APPEARANCES\\\". \\\"APPEARANCES\\\" is cast from TEXT to REAL, and blank/null values in ALIGN, YEAR, and APPEARANCES are excluded before computing each YEAR's share of total appearances within each ALIGN group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14672,"cached_input_tokens":12032,"output_tokens":1128,"reasoning_output_tokens":848}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82b96c186225649080438ef8d040869682fc43e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nWITH \"base\" AS (\n SELECT\n \"ALIGN\",\n \"YEAR\",\n CAST(NULLIF(\"APPEARANCES\", '') AS REAL) AS \"appearances_value\"\n FROM \"c16\"\n WHERE \"ALIGN\" IS NOT NULL\n AND \"ALIGN\" <> ''\n AND \"YEAR\" IS NOT NULL\n AND \"YEAR\" <> ''\n AND NULLIF(\"APPEARANCES\", '') IS NOT NULL\n)\nSELECT\n \"ALIGN\",\n \"YEAR\",\n SUM(\"appearances_value\") AS total_measure,\n SUM(\"appearances_value\") * 100.0 / SUM(SUM(\"appearances_value\")) OVER (PARTITION BY \"ALIGN\") AS share_within_group\nFROM \"base\"\nGROUP BY \"ALIGN\", \"YEAR\"\nORDER BY share_within_group DESC;","notes":"Uses the planned within-group share template with group_col=\"ALIGN\", item_col=\"YEAR\", and measure_col=\"APPEARANCES\". \"APPEARANCES\" is cast from TEXT to REAL, and blank/null values in ALIGN, YEAR, and APPEARANCES are excluded before computing each YEAR's share of total appearances within each ALIGN group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9481ae0760ec4bc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c76a48e0975193b8f5f92826c63353722d4c9fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8747, "bytes_utf8": 8747, "lines": 255, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14614, "cached_input_tokens": 13696, "output_tokens": 250, "reasoning_output_tokens": 137}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cb792edf0538bfd0fcabcc08953a3338934b47e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_b9c15f2f03749a9e", + "api_calls": 0, + "input_tokens": 14614, + "cached_input_tokens": 13696, + "output_tokens": 250, + "total_tokens": 14864, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8059.81, + "sql_execution_elapsed_ms_total": 4.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9f110d59a85e77f0ffb600ab82e5de8fd1f3d55e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:50.677686+00:00", + "ended_at": "2026-05-19T16:03:58.737530+00:00", + "elapsed_ms": 8059.81, + "prompt_metrics": { + "chars": 8747, + "bytes_utf8": 8747, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 771, + "bytes_utf8": 771, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 416, + "bytes_utf8": 416, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14614, + "cached_input_tokens": 13696, + "output_tokens": 250, + "reasoning_output_tokens": 137 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d34c8a95063c14397551ef1a133a784af0f86c22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ALIVE, condition_col=ID.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ALIVE", + "condition_col": "ID", + "condition_value": "Public Identity", + "positive_value": "Public Identity", + "negative_value": "Secret Identity", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8c421c8c0007fba111bd008dad88c2fb9789491 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-ae23-7133-90c9-246a6d746de2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ALIVE\\\",\\n AVG(CASE WHEN \\\"ID\\\" = 'Public Identity' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c16\\\"\\nGROUP BY \\\"ALIVE\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col=\\\"ALIVE\\\" and condition_col=\\\"ID\\\", measuring the share of rows where ID is 'Public Identity' within each ALIVE group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14614,"cached_input_tokens":13696,"output_tokens":250,"reasoning_output_tokens":137}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b5da3bab649b442a58af02eba9237c2e32337f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ALIVE\",\n AVG(CASE WHEN \"ID\" = 'Public Identity' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c16\"\nGROUP BY \"ALIVE\"\nORDER BY condition_rate DESC;","notes":"Uses the planned Grouped Condition Rate template with group_col=\"ALIVE\" and condition_col=\"ID\", measuring the share of rows where ID is 'Public Identity' within each ALIVE group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_b9c15f2f03749a9e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b924ff4164dae6247006f5aef6f31f4abdeabdb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8759, "bytes_utf8": 8759, "lines": 255, "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": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14616, "cached_input_tokens": 12032, "output_tokens": 301, "reasoning_output_tokens": 185}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8ddc7d5b9ba5e6688f5e4158431a5170366cb0ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_bb67fb4bfb2f2284", + "api_calls": 0, + "input_tokens": 14616, + "cached_input_tokens": 12032, + "output_tokens": 301, + "total_tokens": 14917, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10003.62, + "sql_execution_elapsed_ms_total": 4.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e53040decc3e6439c1d823acf59e629c8048522d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:05.049667+00:00", + "ended_at": "2026-05-19T16:03:15.053309+00:00", + "elapsed_ms": 10003.62, + "prompt_metrics": { + "chars": 8759, + "bytes_utf8": 8759, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 788, + "bytes_utf8": 788, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 425, + "bytes_utf8": 425, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14616, + "cached_input_tokens": 12032, + "output_tokens": 301, + "reasoning_output_tokens": 185 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fe1f27eddc8fcea25c6193a9466cd5e4508ac11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=SEX, condition_col=ALIVE.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "SEX", + "condition_col": "ALIVE", + "condition_value": "Living Characters", + "positive_value": "Living Characters", + "negative_value": "Deceased Characters", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60a14640a2c84fc109aad67f82efaaccfd916114 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-fbfc-74c1-b60c-13082ca5eb78"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"SEX\\\",\\n AVG(CASE WHEN \\\"ALIVE\\\" = 'Living Characters' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c16\\\"\\nGROUP BY \\\"SEX\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col=\\\"SEX\\\" and condition_col=\\\"ALIVE\\\", measuring the share of rows in each sex group where ALIVE = 'Living Characters'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14616,"cached_input_tokens":12032,"output_tokens":301,"reasoning_output_tokens":185}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f323045900d09c34cc657c79ca159a2dd94561ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"SEX\",\n AVG(CASE WHEN \"ALIVE\" = 'Living Characters' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c16\"\nGROUP BY \"SEX\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col=\"SEX\" and condition_col=\"ALIVE\", measuring the share of rows in each sex group where ALIVE = 'Living Characters'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bb67fb4bfb2f2284/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2e264e54910dff041ec45745e9299805ad6d212 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8664, "bytes_utf8": 8664, "lines": 250, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 629, "bytes_utf8": 629, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14609, "cached_input_tokens": 13696, "output_tokens": 548, "reasoning_output_tokens": 371}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0392594e4973adaf9088026fa681dcdc49f5a90f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_bce9dcfa01477ceb", + "api_calls": 0, + "input_tokens": 14609, + "cached_input_tokens": 13696, + "output_tokens": 548, + "total_tokens": 15157, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13071.38, + "sql_execution_elapsed_ms_total": 8.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..627552cda94614ba1aa224b7a3b67518d6f2dbcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:26.392927+00:00", + "ended_at": "2026-05-19T15:44:39.464343+00:00", + "elapsed_ms": 13071.38, + "prompt_metrics": { + "chars": 8664, + "bytes_utf8": 8664, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 999, + "bytes_utf8": 999, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 629, + "bytes_utf8": 629, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14609, + "cached_input_tokens": 13696, + "output_tokens": 548, + "reasoning_output_tokens": 371 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fa433a2016c9450b77e0c4035aff64163163f56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=APPEARANCES.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "APPEARANCES", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c2edd582974450e00c25de276d317fb1c585a42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-ea24-7963-ae5f-f06d5c793347"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"APPEARANCES\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"APPEARANCES\\\" AS INTEGER) DESC) AS tail_bucket\\n FROM \\\"c16\\\"\\n WHERE \\\"APPEARANCES\\\" IS NOT NULL\\n AND TRIM(\\\"APPEARANCES\\\") <> ''\\n)\\nSELECT \\\"APPEARANCES\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"APPEARANCES\\\" AS INTEGER) DESC;\",\"notes\":\"Used the Quantile Tail Slice template with measure_col bound to \\\"APPEARANCES\\\". Cast to INTEGER because the column is stored as TEXT, and excluded blank values so NTILE ranks numeric appearance counts correctly.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14609,"cached_input_tokens":13696,"output_tokens":548,"reasoning_output_tokens":371}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4016caaefa9f1eaa6c3904be336d3a2f9087e91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT\n \"APPEARANCES\",\n NTILE(10) OVER (ORDER BY CAST(\"APPEARANCES\" AS INTEGER) DESC) AS tail_bucket\n FROM \"c16\"\n WHERE \"APPEARANCES\" IS NOT NULL\n AND TRIM(\"APPEARANCES\") <> ''\n)\nSELECT \"APPEARANCES\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"APPEARANCES\" AS INTEGER) DESC;","notes":"Used the Quantile Tail Slice template with measure_col bound to \"APPEARANCES\". Cast to INTEGER because the column is stored as TEXT, and excluded blank values so NTILE ranks numeric appearance counts correctly."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_bce9dcfa01477ceb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fca7b3b05905b57ca86b2b85f901ea8fbe3a2cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8754, "bytes_utf8": 8754, "lines": 255, "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": 8754, "bytes_utf8": 8754, "lines": 255, "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": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14615, "cached_input_tokens": 12032, "output_tokens": 321, "reasoning_output_tokens": 217}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..195b03bc9215561e874e4889448c57711432afd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_c314a86a3d76ab54", + "api_calls": 0, + "input_tokens": 14615, + "cached_input_tokens": 12032, + "output_tokens": 321, + "total_tokens": 14936, + "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": 12216.83, + "sql_execution_elapsed_ms_total": 4.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0e8feab0d801e27365919bc0ee4f269547296f9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/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": "2026-05-19T16:03:58.749034+00:00", + "ended_at": "2026-05-19T16:04:01.941145+00:00", + "elapsed_ms": 3192.08, + "returncode": 1, + "prompt_metrics": { + "chars": 8754, + "bytes_utf8": 8754, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5eca44ead9d57071bd4ef15281c1515a80598035 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/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": "2026-05-19T16:04:02.943197+00:00", + "ended_at": "2026-05-19T16:04:11.968048+00:00", + "elapsed_ms": 9024.75, + "prompt_metrics": { + "chars": 8754, + "bytes_utf8": 8754, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 733, + "bytes_utf8": 733, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 386, + "bytes_utf8": 386, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14615, + "cached_input_tokens": 12032, + "output_tokens": 321, + "reasoning_output_tokens": 217 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf912f8a851ed45fc26aec8a67603df5fd282c33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=ALIVE, condition_col=ID.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ALIVE", + "condition_col": "ID", + "condition_value": "Secret Identity", + "positive_value": "Public Identity", + "negative_value": "Secret Identity", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf912f8a851ed45fc26aec8a67603df5fd282c33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=ALIVE, condition_col=ID.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ALIVE", + "condition_col": "ID", + "condition_value": "Secret Identity", + "positive_value": "Public Identity", + "negative_value": "Secret Identity", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd31b5f1aa398161117f20c5eedd0555d4f8d673 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-cd92-77d0-ac30-1db4a1de259e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4e310bce5262a20d2eae81703216c71204c0edd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-cd92-77d0-ac30-1db4a1de259e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..35369c2dbf1cf7b4febcb2ea09ad5ec4694393ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-ddfe-78f0-8760-14fed2faab39"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ALIVE\\\",\\n AVG(CASE WHEN \\\"ID\\\" = 'Secret Identity' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c16\\\"\\nGROUP BY \\\"ALIVE\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Computes the within-group proportion of rows with ID = 'Secret Identity' for each ALIVE category, following the planned Grouped Condition Rate template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14615,"cached_input_tokens":12032,"output_tokens":321,"reasoning_output_tokens":217}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..77d8ef722d969b7caa7d14a8764660e3779e9c63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ALIVE\",\n AVG(CASE WHEN \"ID\" = 'Secret Identity' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c16\"\nGROUP BY \"ALIVE\"\nORDER BY condition_rate DESC;","notes":"Computes the within-group proportion of rows with ID = 'Secret Identity' for each ALIVE category, following the planned Grouped Condition Rate template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c314a86a3d76ab54/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8fa3a84541d3f5d6cbe7a4b7fd6079eeb298f620 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8887, "bytes_utf8": 8887, "lines": 254, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 614, "bytes_utf8": 614, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14674, "cached_input_tokens": 13696, "output_tokens": 605, "reasoning_output_tokens": 411}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..50eefe0abb0c241a5b5bc8fb16f53b01e3037f75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_c64153b758f846f5", + "api_calls": 0, + "input_tokens": 14674, + "cached_input_tokens": 13696, + "output_tokens": 605, + "total_tokens": 15279, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13010.22, + "sql_execution_elapsed_ms_total": 26.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1960382d6aa5045ae86822109d9072a4d2fe5273 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:02.594239+00:00", + "ended_at": "2026-05-19T15:34:15.604494+00:00", + "elapsed_ms": 13010.22, + "prompt_metrics": { + "chars": 8887, + "bytes_utf8": 8887, + "lines": 254, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1002, + "bytes_utf8": 1002, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 614, + "bytes_utf8": 614, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14674, + "cached_input_tokens": 13696, + "output_tokens": 605, + "reasoning_output_tokens": 411 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61dfb318bf88ca28a69ed36a3c3bc4189fbba5db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,254 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=GSM, measure_col=APPEARANCES.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "GSM", + "measure_col": "APPEARANCES", + "item_col": "urlslug", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a5e761a7fa4bd9a9df3b00aa03381238e8ecf3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-6578-7b92-a487-14672e616e5d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"GSM\\\",\\n \\\"urlslug\\\",\\n SUM(CAST(NULLIF(\\\"APPEARANCES\\\", '') AS REAL)) AS total_measure,\\n SUM(CAST(NULLIF(\\\"APPEARANCES\\\", '') AS REAL)) * 100.0\\n / SUM(SUM(CAST(NULLIF(\\\"APPEARANCES\\\", '') AS REAL))) OVER (PARTITION BY \\\"GSM\\\") AS share_within_group\\nFROM \\\"c16\\\"\\nGROUP BY \\\"GSM\\\", \\\"urlslug\\\"\\nORDER BY share_within_group DESC\\nLIMIT 10;\",\"notes\":\"Uses the requested template with group_col=\\\"GSM\\\", item_col=\\\"urlslug\\\", and measure_col=\\\"APPEARANCES\\\". \\\"APPEARANCES\\\" is cast from TEXT to REAL, and empty strings are treated as NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14674,"cached_input_tokens":13696,"output_tokens":605,"reasoning_output_tokens":411}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cc61a95cf7542604ecc0c5eca6c52a473716531 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"GSM\",\n \"urlslug\",\n SUM(CAST(NULLIF(\"APPEARANCES\", '') AS REAL)) AS total_measure,\n SUM(CAST(NULLIF(\"APPEARANCES\", '') AS REAL)) * 100.0\n / SUM(SUM(CAST(NULLIF(\"APPEARANCES\", '') AS REAL))) OVER (PARTITION BY \"GSM\") AS share_within_group\nFROM \"c16\"\nGROUP BY \"GSM\", \"urlslug\"\nORDER BY share_within_group DESC\nLIMIT 10;","notes":"Uses the requested template with group_col=\"GSM\", item_col=\"urlslug\", and measure_col=\"APPEARANCES\". \"APPEARANCES\" is cast from TEXT to REAL, and empty strings are treated as NULL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_c64153b758f846f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..68a7304013aa2754c4ca06c452685136df5c6f72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:24.126324+00:00", + "ended_at": "2026-05-19T16:05:27.893763+00:00", + "elapsed_ms": 3767.4, + "returncode": 1, + "prompt_metrics": { + "chars": 8425, + "bytes_utf8": 8425, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..78bd91c27f7ecb7320a605819e8c85fd1e99e6ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:28.896509+00:00", + "ended_at": "2026-05-19T16:05:32.138832+00:00", + "elapsed_ms": 3242.27, + "returncode": 1, + "prompt_metrics": { + "chars": 8425, + "bytes_utf8": 8425, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..733ff4c4b6bdd6384e4ce06ecba9165f91758078 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=page_id.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "page_id", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..733ff4c4b6bdd6384e4ce06ecba9165f91758078 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=page_id.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "page_id", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de6eb710e652bf7e0bb1852c9e7c54ebfb144fc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-1b54-75a3-b788-6f56b9464ee7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6606d9e498ce812a3d18fed2b86528885d465a3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-1b54-75a3-b788-6f56b9464ee7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8e62cb3a9f03adc444f0b7bfbec919299d48b4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-2de9-7853-9af5-ae7a5c01dfad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf09d4b1200929e29e57bec71f1b383105afc5ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-2de9-7853-9af5-ae7a5c01dfad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ca89b76b46d7eba4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a071082dfdb671acd0137eefec6d74ee5ccb8a86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8418, "bytes_utf8": 8418, "lines": 250, "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": 8418, "bytes_utf8": 8418, "lines": 250, "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": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14540, "cached_input_tokens": 12032, "output_tokens": 481, "reasoning_output_tokens": 350}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3d20cd06f946517f0f8bd02409f730e4ccff33a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_cb4f070c67cf68f9", + "api_calls": 0, + "input_tokens": 14540, + "cached_input_tokens": 12032, + "output_tokens": 481, + "total_tokens": 15021, + "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": 14058.6, + "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_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cc9aa3c3804a2b5c04a30c019f9fb1d8a9456bb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:09.050813+00:00", + "ended_at": "2026-05-19T16:05:12.156673+00:00", + "elapsed_ms": 3105.84, + "returncode": 1, + "prompt_metrics": { + "chars": 8418, + "bytes_utf8": 8418, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..38ab583e9f3143cd5f4fcdd1d36b0daf7f2ea984 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/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": "2026-05-19T16:05:13.158981+00:00", + "ended_at": "2026-05-19T16:05:24.111816+00:00", + "elapsed_ms": 10952.76, + "prompt_metrics": { + "chars": 8418, + "bytes_utf8": 8418, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 794, + "bytes_utf8": 794, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 450, + "bytes_utf8": 450, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14540, + "cached_input_tokens": 12032, + "output_tokens": 481, + "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_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0df6e3bd7b29e3a7b57302a0fd4f6572ac88e70f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=YEAR.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "YEAR", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0df6e3bd7b29e3a7b57302a0fd4f6572ac88e70f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=YEAR.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "YEAR", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d3091b75e70df82fbda5ae84bbee72d0653262f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-e06b-7272-b409-72fb1a089211"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..189e19330dac4585d6286484adaf8da01ba0c4c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-e06b-7272-b409-72fb1a089211"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee31a5bb6aa80d38a56cff7ae27792ca9a37f989 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-f04c-7530-ab00-d1d6beb075d9"} +{"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 NULLIF(TRIM(\\\"YEAR\\\"), '') IS NOT NULL AND CAST(\\\"YEAR\\\" AS REAL) <= 2003.0 THEN 1 WHEN NULLIF(TRIM(\\\"YEAR\\\"), '') IS NOT NULL THEN 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"c16\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template on measure_col YEAR with threshold 2003.0. YEAR is stored as TEXT in the schema, so the query casts it to REAL and ignores blank values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14540,"cached_input_tokens":12032,"output_tokens":481,"reasoning_output_tokens":350}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..39246c6288814e80a19206047b89bf437582bf41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN NULLIF(TRIM(\"YEAR\"), '') IS NOT NULL AND CAST(\"YEAR\" AS REAL) <= 2003.0 THEN 1 WHEN NULLIF(TRIM(\"YEAR\"), '') IS NOT NULL THEN 0 END) AS empirical_cdf_at_threshold\nFROM \"c16\";","notes":"Used the planned Threshold Rarity CDF template on measure_col YEAR with threshold 2003.0. YEAR is stored as TEXT in the schema, so the query casts it to REAL and ignores blank values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cb4f070c67cf68f9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..271fb1b303884335ae1568bfb0003c2a67f5b96a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:06.268551+00:00", + "ended_at": "2026-05-19T16:09:09.978076+00:00", + "elapsed_ms": 3709.5, + "returncode": 1, + "prompt_metrics": { + "chars": 8556, + "bytes_utf8": 8556, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9584dcecf6b055e14bc53b2d2041dbf29f8abf4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:10.980104+00:00", + "ended_at": "2026-05-19T16:09:13.988633+00:00", + "elapsed_ms": 3008.49, + "returncode": 1, + "prompt_metrics": { + "chars": 8556, + "bytes_utf8": 8556, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44a15211ed967b2e156427b4d7a14c5871b7dd6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=EYE, measure_col=YEAR.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "EYE", + "measure_col": "YEAR", + "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": 1998.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..44a15211ed967b2e156427b4d7a14c5871b7dd6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=EYE, measure_col=YEAR.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "EYE", + "measure_col": "YEAR", + "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": 1998.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..77de000da0fc4b212715fb1dd36a5f0840a46630 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7ee6-7ae0-b6d5-f448c0330824"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d57822b55836b85d7f793eaa102b0e2e17e34a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7ee6-7ae0-b6d5-f448c0330824"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..207c98c81717b0f5ef822bfea74cf6a16b893665 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9136-77a0-a72f-d444f7eccc97"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb2bff0d5c45abe7390c3c92084f72273c02147a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9136-77a0-a72f-d444f7eccc97"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cbb469c8e70a0e91/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94e37ab5a99ef08bc39dc4e3dbe19799ec7b0965 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8660, "bytes_utf8": 8660, "lines": 250, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 575, "bytes_utf8": 575, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14606, "cached_input_tokens": 13696, "output_tokens": 686, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96ee6f94844fce60732ce330fc12d8fb5bf66e4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_cf5661ae5e9f6d77", + "api_calls": 0, + "input_tokens": 14606, + "cached_input_tokens": 13696, + "output_tokens": 686, + "total_tokens": 15292, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19626.21, + "sql_execution_elapsed_ms_total": 17.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0cf094146f952279e8cc36cbb504ef8df0bf50d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:24.220315+00:00", + "ended_at": "2026-05-19T15:43:43.846567+00:00", + "elapsed_ms": 19626.21, + "prompt_metrics": { + "chars": 8660, + "bytes_utf8": 8660, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1297, + "bytes_utf8": 1297, + "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": 575, + "bytes_utf8": 575, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14606, + "cached_input_tokens": 13696, + "output_tokens": 686, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d949dd151b2bdcaa1283b4987a2b8b473f0436b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=page_id.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "page_id", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d65e44a321ecf92c5d2fabef16136859e6c68b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e7-f737-74f2-b2a8-6e569845d210"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15241. Please try again in 457ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"page_id\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"page_id\\\" AS NUMERIC) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"page_id\\\" IS NOT NULL AND \\\"page_id\\\" <> ''\\n)\\nSELECT \\\"page_id\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"page_id\\\" AS NUMERIC) DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template on \\\"page_id\\\". CAST is applied because the SQLite schema stores \\\"page_id\\\" as TEXT, and numeric ordering is needed for a meaningful tail slice.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14606,"cached_input_tokens":13696,"output_tokens":686,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96bb66834e76dc40df82b8baa5b6aa5dd7eb885a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"page_id\",\n NTILE(10) OVER (ORDER BY CAST(\"page_id\" AS NUMERIC) DESC) AS \"tail_bucket\"\n FROM \"c16\"\n WHERE \"page_id\" IS NOT NULL AND \"page_id\" <> ''\n)\nSELECT \"page_id\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"page_id\" AS NUMERIC) DESC;","notes":"Used the requested Quantile Tail Slice template on \"page_id\". CAST is applied because the SQLite schema stores \"page_id\" as TEXT, and numeric ordering is needed for a meaningful tail slice."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_cf5661ae5e9f6d77/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e051e9075d3256e52302cd58189d296514f8ac8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9038, "bytes_utf8": 9038, "lines": 252, "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": 758, "bytes_utf8": 758, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14691, "cached_input_tokens": 13696, "output_tokens": 728, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f241a697e9598d577d52155deed53d0ed21d93ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_d0073fc8693f9e0d", + "api_calls": 0, + "input_tokens": 14691, + "cached_input_tokens": 13696, + "output_tokens": 728, + "total_tokens": 15419, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16311.9, + "sql_execution_elapsed_ms_total": 3.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..736126eae04e293bddb320698c228cd8ef560ca9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/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": "2026-05-19T15:45:50.332746+00:00", + "ended_at": "2026-05-19T15:46:06.644685+00:00", + "elapsed_ms": 16311.9, + "prompt_metrics": { + "chars": 9038, + "bytes_utf8": 9038, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1145, + "bytes_utf8": 1145, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 758, + "bytes_utf8": 758, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14691, + "cached_input_tokens": 13696, + "output_tokens": 728, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb40170a45f6055ad8d07a8b6160e1bc4b78e1d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=HAIR, measure_col=page_id.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "HAIR", + "measure_col": "page_id", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 187526.7, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..628a98497d1a71a486f528fa00873b24db35615e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-321d-7e83-aeea-c8a923b188c0"} +{"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 \\\"HAIR\\\", SUM(CAST(\\\"page_id\\\" AS REAL)) AS group_value\\n FROM \\\"c16\\\"\\n WHERE \\\"HAIR\\\" IS NOT NULL\\n AND TRIM(\\\"HAIR\\\") <> ''\\n AND \\\"page_id\\\" IS NOT NULL\\n AND TRIM(\\\"page_id\\\") <> ''\\n GROUP BY \\\"HAIR\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"HAIR\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the planned relative-to-total threshold template with group_col=\\\"HAIR\\\" and measure_col=\\\"page_id\\\", casting page_id to numeric and filtering out null/empty values for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14691,"cached_input_tokens":13696,"output_tokens":728,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be8847a1209f74058cde7636b4b57e83c0f25fc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"HAIR\", SUM(CAST(\"page_id\" AS REAL)) AS group_value\n FROM \"c16\"\n WHERE \"HAIR\" IS NOT NULL\n AND TRIM(\"HAIR\") <> ''\n AND \"page_id\" IS NOT NULL\n AND TRIM(\"page_id\") <> ''\n GROUP BY \"HAIR\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"HAIR\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Uses the planned relative-to-total threshold template with group_col=\"HAIR\" and measure_col=\"page_id\", casting page_id to numeric and filtering out null/empty values for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d0073fc8693f9e0d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d8176f1897e80e825166ed001d2287cdbe84fa55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/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": "2026-05-19T16:06:16.107276+00:00", + "ended_at": "2026-05-19T16:06:19.554056+00:00", + "elapsed_ms": 3446.75, + "returncode": 1, + "prompt_metrics": { + "chars": 8470, + "bytes_utf8": 8470, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57b952f87e2b96308b842f81f54ae1305a77b2d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/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": "2026-05-19T16:06:20.557165+00:00", + "ended_at": "2026-05-19T16:06:23.967966+00:00", + "elapsed_ms": 3410.75, + "returncode": 1, + "prompt_metrics": { + "chars": 8470, + "bytes_utf8": 8470, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e45c37c4d63b6b52dde67263ccac1da9364919e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=EYE.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "EYE", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e45c37c4d63b6b52dde67263ccac1da9364919e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=EYE.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "EYE", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..431d84bc200a0c541d9b921c3f7fde0a6d765cad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-e62a-75c3-aca3-8118fac7e625"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..993744e4a5cd3e4baa564a1c9c76a64aaf94b56c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-e62a-75c3-aca3-8118fac7e625"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..311e7705dd51a458897baf51d5a51231605ad951 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f79f-7082-b5eb-f17d23fb2b5c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f5823bfa50dd467ea0e0808f9d6a5b443d856c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f79f-7082-b5eb-f17d23fb2b5c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d500352f89794a9a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..745cde6b82fd8e4851e5cacbaeea20d8855df809 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9038, "bytes_utf8": 9038, "lines": 252, "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": 914, "bytes_utf8": 914, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14691, "cached_input_tokens": 13696, "output_tokens": 1352, "reasoning_output_tokens": 1077}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..655a477985a0a743bf7c1f93aaebd61fbec29c99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_d57fdd3d9f74bcd7", + "api_calls": 0, + "input_tokens": 14691, + "cached_input_tokens": 13696, + "output_tokens": 1352, + "total_tokens": 16043, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26583.52, + "sql_execution_elapsed_ms_total": 6.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..90b6abbf0d188a26f003fc2ac92d767858a70f5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/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": "2026-05-19T15:47:03.141212+00:00", + "ended_at": "2026-05-19T15:47:29.724777+00:00", + "elapsed_ms": 26583.52, + "prompt_metrics": { + "chars": 9038, + "bytes_utf8": 9038, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1391, + "bytes_utf8": 1391, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 914, + "bytes_utf8": 914, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14691, + "cached_input_tokens": 13696, + "output_tokens": 1352, + "reasoning_output_tokens": 1077 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efa62922e1f2c8b48a76331836ed656f0be05552 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ALIVE, measure_col=page_id.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ALIVE", + "measure_col": "page_id", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..56cd0cfeefe92c7e0cf6db47aabaeb68bcd3f22d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-4e8f-7152-85f1-b0e3bceb2642"} +{"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 \\\"ALIVE\\\", SUM(CAST(\\\"page_id\\\" AS NUMERIC)) AS \\\"group_value\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"ALIVE\\\" IS NOT NULL\\n AND TRIM(\\\"ALIVE\\\") <> ''\\n AND \\\"page_id\\\" IS NOT NULL\\n AND TRIM(\\\"page_id\\\") <> ''\\n GROUP BY \\\"ALIVE\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT \\\"g\\\".\\\"ALIVE\\\", \\\"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=\\\"ALIVE\\\" and measure_col=\\\"page_id\\\". Cast \\\"page_id\\\" to NUMERIC because the schema stores it as TEXT, and filtered null/blank \\\"ALIVE\\\" and \\\"page_id\\\" values for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14691,"cached_input_tokens":13696,"output_tokens":1352,"reasoning_output_tokens":1077}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a4c79bc3bd98a8665e62cafbd477ac652694b26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"ALIVE\", SUM(CAST(\"page_id\" AS NUMERIC)) AS \"group_value\"\n FROM \"c16\"\n WHERE \"ALIVE\" IS NOT NULL\n AND TRIM(\"ALIVE\") <> ''\n AND \"page_id\" IS NOT NULL\n AND TRIM(\"page_id\") <> ''\n GROUP BY \"ALIVE\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT \"g\".\"ALIVE\", \"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=\"ALIVE\" and measure_col=\"page_id\". Cast \"page_id\" to NUMERIC because the schema stores it as TEXT, and filtered null/blank \"ALIVE\" and \"page_id\" values for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_d57fdd3d9f74bcd7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..711ecde3f0aeaf52dcf0f648a055763fe7e1a784 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9314, "bytes_utf8": 9314, "lines": 255, "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": 642, "bytes_utf8": 642, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14762, "cached_input_tokens": 13696, "output_tokens": 518, "reasoning_output_tokens": 338}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6d532ad679a98768056282d53de90b8250753959 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_ddf4263136c55fa0", + "api_calls": 0, + "input_tokens": 14762, + "cached_input_tokens": 13696, + "output_tokens": 518, + "total_tokens": 15280, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11629.28, + "sql_execution_elapsed_ms_total": 4.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2f13ed9ace4a595b96e3d11a282d296853d6af28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/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": "2026-05-19T15:39:17.934757+00:00", + "ended_at": "2026-05-19T15:39:29.564064+00:00", + "elapsed_ms": 11629.28, + "prompt_metrics": { + "chars": 9314, + "bytes_utf8": 9314, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1011, + "bytes_utf8": 1011, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 642, + "bytes_utf8": 642, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14762, + "cached_input_tokens": 13696, + "output_tokens": 518, + "reasoning_output_tokens": 338 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1809042ffe47cc120b2a0766b2431cd0312f3005 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=HAIR, condition_col=ID.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "HAIR", + "condition_col": "ID", + "condition_value": "Public Identity", + "positive_value": "Public Identity", + "negative_value": "Secret Identity", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..82da129d70e04169282100b38691826fff29ed4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-3520-7943-8ca5-b3b604b63737"} +{"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 \\\"HAIR\\\",\\n SUM(CASE WHEN \\\"ID\\\" = 'Public Identity' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"ID\\\" = 'Secret Identity' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c16\\\"\\n GROUP BY \\\"HAIR\\\"\\n)\\nSELECT \\\"HAIR\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes the per-HAIR ratio of rows with \\\"ID\\\" = 'Public Identity' to rows with \\\"ID\\\" = 'Secret Identity' using the planned grouped ratio template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14762,"cached_input_tokens":13696,"output_tokens":518,"reasoning_output_tokens":338}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..337b597ac70de2b54dcdf0fd5fad0d8946f33099 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"HAIR\",\n SUM(CASE WHEN \"ID\" = 'Public Identity' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"ID\" = 'Secret Identity' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c16\"\n GROUP BY \"HAIR\"\n)\nSELECT \"HAIR\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Computes the per-HAIR ratio of rows with \"ID\" = 'Public Identity' to rows with \"ID\" = 'Secret Identity' using the planned grouped ratio template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ddf4263136c55fa0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0fe51d81ed1b7c60b269fb9279fd99b834020044 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/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": "2026-05-19T16:02:22.393295+00:00", + "ended_at": "2026-05-19T16:02:25.442556+00:00", + "elapsed_ms": 3049.24, + "returncode": 1, + "prompt_metrics": { + "chars": 8751, + "bytes_utf8": 8751, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8fbac0dbfecf94def2dc8c6d9422cc15d1c83b1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/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": "2026-05-19T16:02:26.444199+00:00", + "ended_at": "2026-05-19T16:02:29.607527+00:00", + "elapsed_ms": 3163.3, + "returncode": 1, + "prompt_metrics": { + "chars": 8751, + "bytes_utf8": 8751, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dd4e170386d7c4fcb25b7787173355b7af54418 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=EYE, condition_col=SEX.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "EYE", + "condition_col": "SEX", + "condition_value": "Male Characters", + "positive_value": "Male Characters", + "negative_value": "Female Characters", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dd4e170386d7c4fcb25b7787173355b7af54418 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=EYE, condition_col=SEX.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "EYE", + "condition_col": "SEX", + "condition_value": "Male Characters", + "positive_value": "Male Characters", + "negative_value": "Female Characters", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8d2578eeee21c4bea41c1556083b8057aeca437 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-5547-7da0-93bc-918a82d7eb3b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78aad602d7178a4bb3214e27b9a4ef02c597ce4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-5547-7da0-93bc-918a82d7eb3b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..052f14334ed0fa803f9d0a5c826270b42ba4d0de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-6532-7210-9067-6cff60c7a3bd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0f18b89de1756ee07a286d13531187e6e149706 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-6532-7210-9067-6cff60c7a3bd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_de17d8f25c72b1ce/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa7d0d5d51293a174224b69f32278c62568bc6a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8390, "bytes_utf8": 8390, "lines": 250, "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": 261, "bytes_utf8": 261, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14526, "cached_input_tokens": 12032, "output_tokens": 202, "reasoning_output_tokens": 125}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..55a287c6833e171e993319a7225e8dab7fae2e47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_debbebd8e937751f", + "api_calls": 0, + "input_tokens": 14526, + "cached_input_tokens": 12032, + "output_tokens": 202, + "total_tokens": 14728, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 6102.59, + "sql_execution_elapsed_ms_total": 3.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..48bf13d880cfad37e124658b4643863bc50807ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/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": "2026-05-19T15:32:15.882645+00:00", + "ended_at": "2026-05-19T15:32:21.985265+00:00", + "elapsed_ms": 6102.59, + "prompt_metrics": { + "chars": 8390, + "bytes_utf8": 8390, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 611, + "bytes_utf8": 611, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 261, + "bytes_utf8": 261, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14526, + "cached_input_tokens": 12032, + "output_tokens": 202, + "reasoning_output_tokens": 125 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9754f146ea9c9d19eaa3b3c2bf9767409d025be4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c16", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=EYE.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "EYE", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e2d36c235eae30b146bbbfca58c20cff6ef43a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-c4b0-7f82-8026-707b3ae72b81"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"EYE\\\", COUNT(*) AS row_count\\nFROM \\\"c16\\\"\\nGROUP BY \\\"EYE\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the required grouped-count template with group_col bound to \\\"EYE\\\" on the single table \\\"c16\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14526,"cached_input_tokens":12032,"output_tokens":202,"reasoning_output_tokens":125}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb04bd9ad4ba68778d9856b9f48ecc5f9769770b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"EYE\", COUNT(*) AS row_count\nFROM \"c16\"\nGROUP BY \"EYE\"\nORDER BY row_count DESC;","notes":"Uses the required grouped-count template with group_col bound to \"EYE\" on the single table \"c16\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_debbebd8e937751f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1bfd256c730a6cb75be36e9becd30654f4afc23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9025, "bytes_utf8": 9025, "lines": 252, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 564, "bytes_utf8": 564, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14687, "cached_input_tokens": 12032, "output_tokens": 449, "reasoning_output_tokens": 289}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9e4c79cd1e7aeee99c1861dc3f8f2cccbc16a9de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_e3f3b4f9794f63db", + "api_calls": 0, + "input_tokens": 14687, + "cached_input_tokens": 12032, + "output_tokens": 449, + "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": 12522.24, + "sql_execution_elapsed_ms_total": 4.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..88ade045aa89bea6bf1c3f58ab65c8d080bf8d1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/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": "2026-05-19T15:46:36.155215+00:00", + "ended_at": "2026-05-19T15:46:48.677530+00:00", + "elapsed_ms": 12522.24, + "prompt_metrics": { + "chars": 9025, + "bytes_utf8": 9025, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 935, + "bytes_utf8": 935, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 564, + "bytes_utf8": 564, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14687, + "cached_input_tokens": 12032, + "output_tokens": 449, + "reasoning_output_tokens": 289 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5d97e4114c500d485fdc4875aabadce79b4fa35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=GSM, measure_col=YEAR.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "GSM", + "measure_col": "YEAR", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8abb4d7054b6cf5f6489f71c78a957c83d2df9db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-e56f-7c60-9871-aebfec031ec3"} +{"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 \\\"GSM\\\", SUM(CAST(\\\"YEAR\\\" AS REAL)) AS group_value\\n FROM \\\"c16\\\"\\n GROUP BY \\\"GSM\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"GSM\\\", 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=\\\"GSM\\\" and measure_col=\\\"YEAR\\\". Cast \\\"YEAR\\\" from TEXT to REAL so SUM works reliably in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14687,"cached_input_tokens":12032,"output_tokens":449,"reasoning_output_tokens":289}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57d312268c1e15501dbb82374e3fe29ba3eedc4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"GSM\", SUM(CAST(\"YEAR\" AS REAL)) AS group_value\n FROM \"c16\"\n GROUP BY \"GSM\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"GSM\", 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=\"GSM\" and measure_col=\"YEAR\". Cast \"YEAR\" from TEXT to REAL so SUM works reliably in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e3f3b4f9794f63db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e32487fd9b2a58e3bfc6c3e385497a3b4964fe3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8651, "bytes_utf8": 8651, "lines": 250, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 554, "bytes_utf8": 554, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14604, "cached_input_tokens": 12032, "output_tokens": 899, "reasoning_output_tokens": 735}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..59866d8f0588ac2d745453fea073b2c5e7aab560 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_e592c729e3d55dc4", + "api_calls": 0, + "input_tokens": 14604, + "cached_input_tokens": 12032, + "output_tokens": 899, + "total_tokens": 15503, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16131.04, + "sql_execution_elapsed_ms_total": 8.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..81cb31185fbab1db9104a4c6a7006313b5cfa6a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:39.476839+00:00", + "ended_at": "2026-05-19T15:44:55.607917+00:00", + "elapsed_ms": 16131.04, + "prompt_metrics": { + "chars": 8651, + "bytes_utf8": 8651, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 943, + "bytes_utf8": 943, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 554, + "bytes_utf8": 554, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14604, + "cached_input_tokens": 12032, + "output_tokens": 899, + "reasoning_output_tokens": 735 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73cf13edef1989b535bc669a5aa782c35acc4e0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=YEAR.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "YEAR", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..78845604e85da2bae01ccb8ec851f9354130c724 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-1d2c-7c70-809f-daf556cdad1d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"YEAR\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"YEAR\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"YEAR\\\" IS NOT NULL AND TRIM(\\\"YEAR\\\") <> ''\\n)\\nSELECT \\\"YEAR\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"YEAR\\\" AS INTEGER) DESC;\",\"notes\":\"Uses the Quantile Tail Slice template on \\\"YEAR\\\" with NTILE(10). \\\"YEAR\\\" is cast to INTEGER for correct numeric ordering, and null/blank values are excluded before bucket assignment.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14604,"cached_input_tokens":12032,"output_tokens":899,"reasoning_output_tokens":735}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2a81102081f2a50d33fc1541ed5a52a61dd6917 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"YEAR\",\n NTILE(10) OVER (ORDER BY CAST(\"YEAR\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"c16\"\n WHERE \"YEAR\" IS NOT NULL AND TRIM(\"YEAR\") <> ''\n)\nSELECT \"YEAR\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"YEAR\" AS INTEGER) DESC;","notes":"Uses the Quantile Tail Slice template on \"YEAR\" with NTILE(10). \"YEAR\" is cast to INTEGER for correct numeric ordering, and null/blank values are excluded before bucket assignment."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e592c729e3d55dc4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aa5e1918b1515eb977e8672f96a749426d0b39bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:32.142663+00:00", + "ended_at": "2026-05-19T16:05:35.237330+00:00", + "elapsed_ms": 3094.62, + "returncode": 1, + "prompt_metrics": { + "chars": 8430, + "bytes_utf8": 8430, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c157dfe5c0075ebca3b07747c8460c9ca9e87e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:36.238960+00:00", + "ended_at": "2026-05-19T16:05:40.438399+00:00", + "elapsed_ms": 4199.4, + "returncode": 1, + "prompt_metrics": { + "chars": 8430, + "bytes_utf8": 8430, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ecfc5e9881cd6b62ff467b02a2a91edf5c9e32c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=APPEARANCES.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "APPEARANCES", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ecfc5e9881cd6b62ff467b02a2a91edf5c9e32c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=APPEARANCES.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "APPEARANCES", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3ab0a29d05fd5c8b8aa77c06c9fb45e46d99cd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-3a72-7413-924b-b05f071b5268"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e651882fe80d3e3e0ae04eea291b6ecb8d927205 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-3a72-7413-924b-b05f071b5268"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9c45c19306bd82abebbf57e173c6afb0ea06e3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-4a6e-7811-a589-fc08b8ca72a5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..96acaf8002df5d655cf16c6509465f02d4bb9bf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-4a6e-7811-a589-fc08b8ca72a5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e82e8e99d23230da/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e66f15ef1b769cc24a6b50b6676732468d6cb91a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/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": "2026-05-19T16:01:30.373871+00:00", + "ended_at": "2026-05-19T16:01:33.398303+00:00", + "elapsed_ms": 3024.41, + "returncode": 1, + "prompt_metrics": { + "chars": 8737, + "bytes_utf8": 8737, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8c8242564af8fa099ed2ef9ea6ca8e4014418b77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:34.399793+00:00", + "ended_at": "2026-05-19T16:01:37.543321+00:00", + "elapsed_ms": 3143.5, + "returncode": 1, + "prompt_metrics": { + "chars": 8737, + "bytes_utf8": 8737, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14638520021962a903e0923da9f31a836b77abb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ALIVE, condition_col=EYE.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ALIVE", + "condition_col": "EYE", + "condition_value": "Blue Eyes", + "positive_value": "", + "negative_value": "Blue Eyes", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..14638520021962a903e0923da9f31a836b77abb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ALIVE, condition_col=EYE.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ALIVE", + "condition_col": "EYE", + "condition_value": "Blue Eyes", + "positive_value": "", + "negative_value": "Blue Eyes", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d85207e46461aa9f86765595d56359c71586cb45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-89f5-70a2-ac03-3050625a5b4a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe3bb4a1d823fb09193234d82b64afa60cc8f20d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-89f5-70a2-ac03-3050625a5b4a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ea1d0c21bc8ce8128c7d88259e251dd9a022bf6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-99d9-7e41-bdc0-79ca434771dc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..36f74035f4bdda3d3165da201679a049bf8814be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_e91366e84ac20e6c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-99d9-7e41-bdc0-79ca434771dc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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100644 index 0000000000000000000000000000000000000000..888ee217379dfd103795683abc0954cbd0c31a33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9312, "bytes_utf8": 9312, "lines": 255, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 647, "bytes_utf8": 647, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14762, "cached_input_tokens": 13696, "output_tokens": 689, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..55f6c047311bee2c10ccd7d0ad4123688131911b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_edb35045c2be6c90", + "api_calls": 0, + "input_tokens": 14762, + "cached_input_tokens": 13696, + "output_tokens": 689, + "total_tokens": 15451, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16153.2, + "sql_execution_elapsed_ms_total": 8.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d719afa05858306956ee45558e1a467dd7ad9a3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/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": "2026-05-19T15:40:36.349516+00:00", + "ended_at": "2026-05-19T15:40:52.502752+00:00", + "elapsed_ms": 16153.2, + "prompt_metrics": { + "chars": 9312, + "bytes_utf8": 9312, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1016, + "bytes_utf8": 1016, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 647, + "bytes_utf8": 647, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14762, + "cached_input_tokens": 13696, + "output_tokens": 689, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53e39088b6dfd474cef0f58fdffd1ba07056b7ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=EYE, condition_col=ID.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "EYE", + "condition_col": "ID", + "condition_value": "Public Identity", + "positive_value": "Public Identity", + "negative_value": "Secret Identity", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..57d50e1993c4b3d94809884f1f1bb46a1c6fa026 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-6771-70f2-ae2c-11b1db4bae2c"} +{"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 \\\"EYE\\\",\\n SUM(CASE WHEN \\\"ID\\\" = 'Public Identity' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"ID\\\" = 'Secret Identity' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c16\\\"\\n GROUP BY \\\"EYE\\\"\\n)\\nSELECT \\\"EYE\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the planned grouped ratio template with group_col=\\\"EYE\\\" and condition_col=\\\"ID\\\", computing Public Identity to Secret Identity ratio per eye category.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14762,"cached_input_tokens":13696,"output_tokens":689,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa774890cd69592ffac8fed6ab1bf7ef3f0eb281 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"EYE\",\n SUM(CASE WHEN \"ID\" = 'Public Identity' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"ID\" = 'Secret Identity' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c16\"\n GROUP BY \"EYE\"\n)\nSELECT \"EYE\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the planned grouped ratio template with group_col=\"EYE\" and condition_col=\"ID\", computing Public Identity to Secret Identity ratio per eye category."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_edb35045c2be6c90/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d76c7b688b24a060c0461d8c9b6e11d1258721a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8884, "bytes_utf8": 8884, "lines": 254, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 645, "bytes_utf8": 645, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14672, "cached_input_tokens": 12032, "output_tokens": 706, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b2c8c5a2cc91b38fe663486602368c15405e839b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_ee601ee414432d00", + "api_calls": 0, + "input_tokens": 14672, + "cached_input_tokens": 12032, + "output_tokens": 706, + "total_tokens": 15378, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15883.75, + "sql_execution_elapsed_ms_total": 10.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d28116f6f6f52637cf0bbb84ab7aa7097548e248 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/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": "2026-05-19T15:38:01.685650+00:00", + "ended_at": "2026-05-19T15:38:17.569439+00:00", + "elapsed_ms": 15883.75, + "prompt_metrics": { + "chars": 8884, + "bytes_utf8": 8884, + "lines": 254, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1030, + "bytes_utf8": 1030, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 645, + "bytes_utf8": 645, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14672, + "cached_input_tokens": 12032, + "output_tokens": 706, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5b4de1039160ed24a0d219ac955d3b200a62f73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,254 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=GSM, measure_col=YEAR.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "GSM", + "measure_col": "YEAR", + "item_col": "APPEARANCES", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48b83410aa272bffddb52774d3b4f84e6d7c9ea7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-0b4d-7eb1-8f09-ce6a7c327b64"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"GSM\\\", \\\"APPEARANCES\\\",\\n SUM(CAST(NULLIF(\\\"YEAR\\\", '') AS REAL)) AS total_measure,\\n SUM(CAST(NULLIF(\\\"YEAR\\\", '') AS REAL)) * 100.0\\n / SUM(SUM(CAST(NULLIF(\\\"YEAR\\\", '') AS REAL))) OVER (PARTITION BY \\\"GSM\\\") AS share_within_group\\nFROM \\\"c16\\\"\\nGROUP BY \\\"GSM\\\", \\\"APPEARANCES\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"GSM\\\", item_col=\\\"APPEARANCES\\\", and measure_col=\\\"YEAR\\\". Since \\\"YEAR\\\" is stored as TEXT in SQLite, NULLIF+CAST is used so blank values are ignored by SUM.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14672,"cached_input_tokens":12032,"output_tokens":706,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd754eeb1c6335ef6e9df04e9854c856298c8222 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"GSM\", \"APPEARANCES\",\n SUM(CAST(NULLIF(\"YEAR\", '') AS REAL)) AS total_measure,\n SUM(CAST(NULLIF(\"YEAR\", '') AS REAL)) * 100.0\n / SUM(SUM(CAST(NULLIF(\"YEAR\", '') AS REAL))) OVER (PARTITION BY \"GSM\") AS share_within_group\nFROM \"c16\"\nGROUP BY \"GSM\", \"APPEARANCES\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"GSM\", item_col=\"APPEARANCES\", and measure_col=\"YEAR\". Since \"YEAR\" is stored as TEXT in SQLite, NULLIF+CAST is used so blank values are ignored by SUM."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ee601ee414432d00/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4be1e9012f3a1ae550aeb85ac70ac1cd59b8db95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8663, "bytes_utf8": 8663, "lines": 250, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 645, "bytes_utf8": 645, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14609, "cached_input_tokens": 12032, "output_tokens": 654, "reasoning_output_tokens": 458}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b0eb2236b6b33b7316c7cd08573578a466bcffd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_efa91f27a0253fd3", + "api_calls": 0, + "input_tokens": 14609, + "cached_input_tokens": 12032, + "output_tokens": 654, + "total_tokens": 15263, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15745.36, + "sql_execution_elapsed_ms_total": 20.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..945a32363c7bb2d6cf0b2af552adc5c7e3d7aef0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:43.869895+00:00", + "ended_at": "2026-05-19T15:43:59.615292+00:00", + "elapsed_ms": 15745.36, + "prompt_metrics": { + "chars": 8663, + "bytes_utf8": 8663, + "lines": 250, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1035, + "bytes_utf8": 1035, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 645, + "bytes_utf8": 645, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14609, + "cached_input_tokens": 12032, + "output_tokens": 654, + "reasoning_output_tokens": 458 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39c9d166b13255adfd16a626d9499f14d83d88b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,250 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=APPEARANCES.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "APPEARANCES", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f53ecbe37bbc8c24a498debbdd7ec5a7d6e85cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-4406-74b1-83de-11c7a7538ae4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"APPEARANCES\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"APPEARANCES\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c16\\\"\\n WHERE \\\"APPEARANCES\\\" IS NOT NULL\\n AND TRIM(\\\"APPEARANCES\\\") <> ''\\n)\\nSELECT \\\"APPEARANCES\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"APPEARANCES\\\" AS REAL) DESC;\",\"notes\":\"Used the Quantile Tail Slice template with measure_col bound to \\\"APPEARANCES\\\" and num_tiles=10. Casts \\\"APPEARANCES\\\" from TEXT to REAL for correct numeric tail bucketing and ordering, and excludes null/blank values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14609,"cached_input_tokens":12032,"output_tokens":654,"reasoning_output_tokens":458}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..312a3132d3636571092b5ad1461b0bf489cb4434 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"APPEARANCES\",\n NTILE(10) OVER (ORDER BY CAST(\"APPEARANCES\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"c16\"\n WHERE \"APPEARANCES\" IS NOT NULL\n AND TRIM(\"APPEARANCES\") <> ''\n)\nSELECT \"APPEARANCES\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"APPEARANCES\" AS REAL) DESC;","notes":"Used the Quantile Tail Slice template with measure_col bound to \"APPEARANCES\" and num_tiles=10. Casts \"APPEARANCES\" from TEXT to REAL for correct numeric tail bucketing and ordering, and excludes null/blank values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_efa91f27a0253fd3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7163919abfb84bb9db5e3e9f97b17895f46384f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9320, "bytes_utf8": 9320, "lines": 255, "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": 606, "bytes_utf8": 606, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14763, "cached_input_tokens": 12032, "output_tokens": 572, "reasoning_output_tokens": 408}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aff65b8e99c8e0e03a07fab48e1e3af485af71a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_f0a063225961af10", + "api_calls": 0, + "input_tokens": 14763, + "cached_input_tokens": 12032, + "output_tokens": 572, + "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": 15563.82, + "sql_execution_elapsed_ms_total": 3.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e2e11e221c6dbab0f5cdf41725f95d9d57237fcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/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": "2026-05-19T15:39:39.607584+00:00", + "ended_at": "2026-05-19T15:39:55.171425+00:00", + "elapsed_ms": 15563.82, + "prompt_metrics": { + "chars": 9320, + "bytes_utf8": 9320, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 967, + "bytes_utf8": 967, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 606, + "bytes_utf8": 606, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14763, + "cached_input_tokens": 12032, + "output_tokens": 572, + "reasoning_output_tokens": 408 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff123ecfc58e55241df2e0742034dd2043d14d0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=GSM, condition_col=SEX.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "GSM", + "condition_col": "SEX", + "condition_value": "Male Characters", + "positive_value": "Male Characters", + "negative_value": "Female Characters", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9621b7593b9ffadc504b6bd26dea9258eeb2d937 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-89ea-73b2-a45e-555ff3ec85a2"} +{"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 \\\"GSM\\\",\\n SUM(CASE WHEN \\\"SEX\\\" = 'Male Characters' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"SEX\\\" = 'Female Characters' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c16\\\"\\n GROUP BY \\\"GSM\\\"\\n)\\nSELECT \\\"GSM\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes the ratio of male to female characters within each GSM group using the provided grouped-ratio template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14763,"cached_input_tokens":12032,"output_tokens":572,"reasoning_output_tokens":408}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf237cb69d677f21641f656037d0bfdc91b18e25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"GSM\",\n SUM(CASE WHEN \"SEX\" = 'Male Characters' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"SEX\" = 'Female Characters' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c16\"\n GROUP BY \"GSM\"\n)\nSELECT \"GSM\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Computes the ratio of male to female characters within each GSM group using the provided grouped-ratio template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0a063225961af10/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90de42b800283c7a986e6cdecb9017add67fe776 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9330, "bytes_utf8": 9330, "lines": 255, "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": 712, "bytes_utf8": 712, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14764, "cached_input_tokens": 13696, "output_tokens": 559, "reasoning_output_tokens": 376}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8bc0892192364f2a73be1b7661605e78e7d39353 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_f0d01b0758b6be2f", + "api_calls": 0, + "input_tokens": 14764, + "cached_input_tokens": 13696, + "output_tokens": 559, + "total_tokens": 15323, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14039.32, + "sql_execution_elapsed_ms_total": 5.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e192b8fdea9c0f5f0c7fa431aee5322db8eb8ed8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/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": "2026-05-19T15:40:07.151425+00:00", + "ended_at": "2026-05-19T15:40:21.190774+00:00", + "elapsed_ms": 14039.32, + "prompt_metrics": { + "chars": 9330, + "bytes_utf8": 9330, + "lines": 255, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1081, + "bytes_utf8": 1081, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 712, + "bytes_utf8": 712, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14764, + "cached_input_tokens": 13696, + "output_tokens": 559, + "reasoning_output_tokens": 376 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6260d02fada20c51924cc4e3e58f45319c5d64ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=YEAR, condition_col=ALIVE.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "YEAR", + "condition_col": "ALIVE", + "condition_value": "Living Characters", + "positive_value": "Living Characters", + "negative_value": "Deceased Characters", + "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": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e2566d716d608fb734a5e32305b0d139eb13038 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-f566-7213-8fb6-34eec67c0c52"} +{"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 \\\"YEAR\\\",\\n SUM(CASE WHEN \\\"ALIVE\\\" = 'Living Characters' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"ALIVE\\\" = 'Deceased Characters' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c16\\\"\\n GROUP BY \\\"YEAR\\\"\\n)\\nSELECT \\\"YEAR\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applies the planned grouped ratio template with group_col=\\\"YEAR\\\" and condition_col=\\\"ALIVE\\\", computing Living Characters divided by Deceased Characters per year and using NULLIF to avoid division by zero.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14764,"cached_input_tokens":13696,"output_tokens":559,"reasoning_output_tokens":376}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18c9851d445132633aed1d61cfdc293f82c6bedb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"YEAR\",\n SUM(CASE WHEN \"ALIVE\" = 'Living Characters' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"ALIVE\" = 'Deceased Characters' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c16\"\n GROUP BY \"YEAR\"\n)\nSELECT \"YEAR\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applies the planned grouped ratio template with group_col=\"YEAR\" and condition_col=\"ALIVE\", computing Living Characters divided by Deceased Characters per year and using NULLIF to avoid division by zero."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f0d01b0758b6be2f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a88ea2ca23f5b0d60656cf46bfde1b4369722d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9033, "bytes_utf8": 9033, "lines": 252, "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": 727, "bytes_utf8": 727, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14689, "cached_input_tokens": 13696, "output_tokens": 700, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5709a664c3e2b899130dc1bb0323c7494b6d5e02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_f482142a43b62d2c", + "api_calls": 0, + "input_tokens": 14689, + "cached_input_tokens": 13696, + "output_tokens": 700, + "total_tokens": 15389, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18685.67, + "sql_execution_elapsed_ms_total": 5.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9aec8ddf8ab62c29030cd5b78e9363858ca0098c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/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": "2026-05-19T15:48:39.374548+00:00", + "ended_at": "2026-05-19T15:48:58.060247+00:00", + "elapsed_ms": 18685.67, + "prompt_metrics": { + "chars": 9033, + "bytes_utf8": 9033, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1431, + "bytes_utf8": 1431, + "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": 727, + "bytes_utf8": 727, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14689, + "cached_input_tokens": 13696, + "output_tokens": 700, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12af0dcf9f4a68e6511d07feec85f0ef9e3b324a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=EYE, measure_col=page_id.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "EYE", + "measure_col": "page_id", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be8941dfe5e47811271ad2b20137f6e5a0888212 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ec-c67b-71c1-8785-49eb75bc4677"} +{"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 1992945, Requested 15324. Please try again in 248ms. 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 \\\"EYE\\\", COUNT(\\\"page_id\\\") AS group_value\\n FROM \\\"c16\\\"\\n GROUP BY \\\"EYE\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"EYE\\\", 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\":\"Kept the planned relative-to-total threshold structure and bindings on group_col=\\\"EYE\\\". Used COUNT(\\\"page_id\\\") instead of SUM(\\\"page_id\\\") because page_id is an identifier-like TEXT field and the prompt specifies a count_distribution probe; counting rows per eye category is the SQLite-compatible interpretation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14689,"cached_input_tokens":13696,"output_tokens":700,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41dfeea567a9dea80ca217c4da577325b1f95937 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"EYE\", COUNT(\"page_id\") AS group_value\n FROM \"c16\"\n GROUP BY \"EYE\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"EYE\", 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":"Kept the planned relative-to-total threshold structure and bindings on group_col=\"EYE\". Used COUNT(\"page_id\") instead of SUM(\"page_id\") because page_id is an identifier-like TEXT field and the prompt specifies a count_distribution probe; counting rows per eye category is the SQLite-compatible interpretation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f482142a43b62d2c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a7c3296d84930ee4e30b7b156da7c343946e8c16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:46.529148+00:00", + "ended_at": "2026-05-19T16:08:52.106423+00:00", + "elapsed_ms": 5577.24, + "returncode": 1, + "prompt_metrics": { + "chars": 8573, + "bytes_utf8": 8573, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..77f7399bbe66a73ead89fa98140a2e3c74afb3d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:53.109374+00:00", + "ended_at": "2026-05-19T16:08:56.368023+00:00", + "elapsed_ms": 3258.58, + "returncode": 1, + "prompt_metrics": { + "chars": 8573, + "bytes_utf8": 8573, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b13e3b93f99825bfe5f597805e605418e36ac0ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=ALIGN, measure_col=APPEARANCES.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ALIGN", + "measure_col": "APPEARANCES", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b13e3b93f99825bfe5f597805e605418e36ac0ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=ALIGN, measure_col=APPEARANCES.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ALIGN", + "measure_col": "APPEARANCES", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..135b37be4bb7e68396c32c03cff9f1e0d6714191 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-31c6-7e93-89d2-4e919f8c01d8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b60e5fd01f19f47f378e59fdce894571664b5188 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-31c6-7e93-89d2-4e919f8c01d8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e55e2f0c97fefd4bb600189b91712c2a62cb5d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-4b78-7d11-9dd2-d6baa6e12852"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f8ddeb1ea73b4b4225070cbf2727966ef8e4ef3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-4b78-7d11-9dd2-d6baa6e12852"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_f9d942b2dc4f4e6c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea8671fa6780ad6ca4fecb3e9f26ba96e86a8953 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8485, "bytes_utf8": 8485, "lines": 252, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 524, "bytes_utf8": 524, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14556, "cached_input_tokens": 4480, "output_tokens": 577, "reasoning_output_tokens": 421}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3add20d7c005ecdde86822ed025f13e5573bdf24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_fb701cc7dca0a971", + "api_calls": 0, + "input_tokens": 14556, + "cached_input_tokens": 4480, + "output_tokens": 577, + "total_tokens": 15133, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13378.86, + "sql_execution_elapsed_ms_total": 6.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4745a12a5d249a395a1f0b28e5119af3fb8aae12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/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": "2026-05-19T15:28:48.726762+00:00", + "ended_at": "2026-05-19T15:29:02.105657+00:00", + "elapsed_ms": 13378.86, + "prompt_metrics": { + "chars": 8485, + "bytes_utf8": 8485, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 907, + "bytes_utf8": 907, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 524, + "bytes_utf8": 524, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14556, + "cached_input_tokens": 4480, + "output_tokens": 577, + "reasoning_output_tokens": 421 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ae21f2b25658f8a3a25073d33b9a26bba002fd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=EYE, measure_col=APPEARANCES.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "EYE", + "measure_col": "APPEARANCES", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8f052936cf699f844c31c7eece7c8dc35d4f17b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-9b58-7aa3-85cc-ffc1e19e14f7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"EYE\\\", SUM(CAST(\\\"APPEARANCES\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c16\\\"\\nWHERE \\\"EYE\\\" IS NOT NULL AND \\\"EYE\\\" <> ''\\n AND \\\"APPEARANCES\\\" IS NOT NULL AND \\\"APPEARANCES\\\" <> ''\\nGROUP BY \\\"EYE\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the grouped numeric sum template with group_col=\\\"EYE\\\" and measure_col=\\\"APPEARANCES\\\". Cast \\\"APPEARANCES\\\" from TEXT to REAL for numeric aggregation and excluded blank/null values from the grouping key and measure.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14556,"cached_input_tokens":4480,"output_tokens":577,"reasoning_output_tokens":421}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5703d2267ab510938ab29c5e730208c72c537b71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"EYE\", SUM(CAST(\"APPEARANCES\" AS REAL)) AS \"total_measure\"\nFROM \"c16\"\nWHERE \"EYE\" IS NOT NULL AND \"EYE\" <> ''\n AND \"APPEARANCES\" IS NOT NULL AND \"APPEARANCES\" <> ''\nGROUP BY \"EYE\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the grouped numeric sum template with group_col=\"EYE\" and measure_col=\"APPEARANCES\". Cast \"APPEARANCES\" from TEXT to REAL for numeric aggregation and excluded blank/null values from the grouping key and measure."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fb701cc7dca0a971/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56c0cabe779b0be58a5965a8612283c3d28f061d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8568, "bytes_utf8": 8568, "lines": 252, "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": 592, "bytes_utf8": 592, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14564, "cached_input_tokens": 12032, "output_tokens": 622, "reasoning_output_tokens": 451}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c25e3dded7b6492742e7cfca3033956a027ba7f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_fc5067d08fed7c7e", + "api_calls": 0, + "input_tokens": 14564, + "cached_input_tokens": 12032, + "output_tokens": 622, + "total_tokens": 15186, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12610.41, + "sql_execution_elapsed_ms_total": 21.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c449caa7cc50d50bb63c0f3bd76f461b6f56303 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:33.890376+00:00", + "ended_at": "2026-05-19T16:08:46.500821+00:00", + "elapsed_ms": 12610.41, + "prompt_metrics": { + "chars": 8568, + "bytes_utf8": 8568, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 979, + "bytes_utf8": 979, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 592, + "bytes_utf8": 592, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14564, + "cached_input_tokens": 12032, + "output_tokens": 622, + "reasoning_output_tokens": 451 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cf4be2169d3098cabb2bd7aadc9380c219a7710 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=ALIGN, measure_col=APPEARANCES.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ALIGN", + "measure_col": "APPEARANCES", + "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": 15.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..91575816f1311c83471c3662bf931a692c9c8ce4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-007b-76d3-9777-ad68f964373e"} +{"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 \\\"ALIGN\\\",\\n AVG(CAST(\\\"APPEARANCES\\\" AS REAL)) OVER (PARTITION BY \\\"ALIGN\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c16\\\"\\nWHERE \\\"ALIGN\\\" IS NOT NULL\\n AND TRIM(\\\"ALIGN\\\") <> ''\\n AND \\\"APPEARANCES\\\" IS NOT NULL\\n AND TRIM(\\\"APPEARANCES\\\") <> ''\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Uses the required window-partition-average template with group_col=\\\"ALIGN\\\" and measure_col=\\\"APPEARANCES\\\". \\\"APPEARANCES\\\" is cast to REAL because the schema stores it as TEXT, and blank/null group or measure values are filtered out.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14564,"cached_input_tokens":12032,"output_tokens":622,"reasoning_output_tokens":451}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c7fd653fef3322206d1a7edf5a5197c95824e1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"ALIGN\",\n AVG(CAST(\"APPEARANCES\" AS REAL)) OVER (PARTITION BY \"ALIGN\") AS \"avg_measure\"\nFROM \"c16\"\nWHERE \"ALIGN\" IS NOT NULL\n AND TRIM(\"ALIGN\") <> ''\n AND \"APPEARANCES\" IS NOT NULL\n AND TRIM(\"APPEARANCES\") <> ''\nORDER BY \"avg_measure\" DESC;","notes":"Uses the required window-partition-average template with group_col=\"ALIGN\" and measure_col=\"APPEARANCES\". \"APPEARANCES\" is cast to REAL because the schema stores it as TEXT, and blank/null group or measure values are filtered out."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc5067d08fed7c7e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61151dd626a9f7fb6b32b439311b69905ae640b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8727, "bytes_utf8": 8727, "lines": 255, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14612, "cached_input_tokens": 13696, "output_tokens": 619, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9b2f419cee45a70d7005dd45323dc6bf5ec27cc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_fc9712a446524eb6", + "api_calls": 0, + "input_tokens": 14612, + "cached_input_tokens": 13696, + "output_tokens": 619, + "total_tokens": 15231, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13465.1, + "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_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d159b7deeabf37d87db4787854742cfb443e3bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:25.122748+00:00", + "ended_at": "2026-05-19T16:03:38.587884+00:00", + "elapsed_ms": 13465.1, + "prompt_metrics": { + "chars": 8727, + "bytes_utf8": 8727, + "lines": 255, + "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": 366, + "bytes_utf8": 366, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14612, + "cached_input_tokens": 13696, + "output_tokens": 619, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66e50d176d0486823d6142dfca3bd1f9c964c82e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,255 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=GSM, condition_col=EYE.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "GSM", + "condition_col": "EYE", + "condition_value": "", + "positive_value": "", + "negative_value": "Blue Eyes", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64f0491eae298308473f98afdd014d49d036ac25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-4a43-74c0-99e1-48ab7059407f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"GSM\\\",\\n AVG(CASE WHEN \\\"EYE\\\" = '' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c16\\\"\\nGROUP BY \\\"GSM\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with group_col=\\\"GSM\\\" and condition_col=\\\"EYE\\\", interpreting the bound condition_value as the empty string.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14612,"cached_input_tokens":13696,"output_tokens":619,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40b26626aecfce4a45f314dd8292c76e9fc356e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"GSM\",\n AVG(CASE WHEN \"EYE\" = '' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c16\"\nGROUP BY \"GSM\"\nORDER BY condition_rate DESC;","notes":"Uses the Grouped Condition Rate template with group_col=\"GSM\" and condition_col=\"EYE\", interpreting the bound condition_value as the empty string."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fc9712a446524eb6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bcd3a65d1bddad5db553ea62dcb9251c143561dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8783, "bytes_utf8": 8783, "lines": 256, "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": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14649, "cached_input_tokens": 12032, "output_tokens": 340, "reasoning_output_tokens": 204}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..97b6c80ecfedb1aaee5aa803bd03eed6b9f6e028 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_fd5cb1ea99f55061", + "api_calls": 0, + "input_tokens": 14649, + "cached_input_tokens": 12032, + "output_tokens": 340, + "total_tokens": 14989, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20158.84, + "sql_execution_elapsed_ms_total": 3.26, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f7846faad1aa2c9ec163a8f7e4f5f34d895c11b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/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": "2026-05-19T15:41:41.863909+00:00", + "ended_at": "2026-05-19T15:42:02.022785+00:00", + "elapsed_ms": 20158.84, + "prompt_metrics": { + "chars": 8783, + "bytes_utf8": 8783, + "lines": 256, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1845, + "bytes_utf8": 1845, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 475, + "bytes_utf8": 475, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14649, + "cached_input_tokens": 12032, + "output_tokens": 340, + "reasoning_output_tokens": 204 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b0c16303461492b2c312c643da8e15da34eb5bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,256 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c16", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=EYE, group_col_2=GSM.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "EYE", + "group_col_2": "GSM", + "predicate_col": "page_id", + "predicate_op": ">=", + "predicate_value": 213203.0, + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe34bf5e6b364cfa42167fc293ee7ce5059c7dac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40e6-676b-7092-9bf0-ba17bb490eb0"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15284. Please try again in 458ms. 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 1997146, Requested 15284. Please try again in 372ms. 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 1988732, Requested 15284. Please try again in 120ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"EYE\\\", \\\"GSM\\\", COUNT(*) AS row_count\\nFROM \\\"c16\\\"\\nWHERE CAST(\\\"page_id\\\" AS REAL) >= 213203.0\\nGROUP BY \\\"EYE\\\", \\\"GSM\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"EYE\\\", group_col_2=\\\"GSM\\\", and predicate on \\\"page_id\\\". CAST was added because \\\"page_id\\\" is stored as TEXT in the schema while the bound predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14649,"cached_input_tokens":12032,"output_tokens":340,"reasoning_output_tokens":204}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..745c1fec36818668f256f4644890e0f2c9479e5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"EYE\", \"GSM\", COUNT(*) AS row_count\nFROM \"c16\"\nWHERE CAST(\"page_id\" AS REAL) >= 213203.0\nGROUP BY \"EYE\", \"GSM\"\nORDER BY row_count DESC;","notes":"Used the planned filtered two-dimensional group count template with group_col=\"EYE\", group_col_2=\"GSM\", and predicate on \"page_id\". CAST was added because \"page_id\" is stored as TEXT in the schema while the bound predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_fd5cb1ea99f55061/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae4501bdb605edc4d2b47c1ddaffc489af1421ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8478, "bytes_utf8": 8478, "lines": 252, "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": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14551, "cached_input_tokens": 12032, "output_tokens": 613, "reasoning_output_tokens": 500}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e1de08c0a53e44afee47acddbcc70e492ef8f8d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_feb83d4a830c5406", + "api_calls": 0, + "input_tokens": 14551, + "cached_input_tokens": 12032, + "output_tokens": 613, + "total_tokens": 15164, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13187.9, + "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_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05448648000a09b4c173cc01d3886e290393dd92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/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": "2026-05-19T15:29:23.155270+00:00", + "ended_at": "2026-05-19T15:29:36.343207+00:00", + "elapsed_ms": 13187.9, + "prompt_metrics": { + "chars": 8478, + "bytes_utf8": 8478, + "lines": 252, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 788, + "bytes_utf8": 788, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14551, + "cached_input_tokens": 12032, + "output_tokens": 613, + "reasoning_output_tokens": 500 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..143d203fec8b5819d89c50e7c3d04d5131f6b7f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,252 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +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": "c16", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=SEX, measure_col=page_id.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "SEX", + "measure_col": "page_id", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3d75cd8a9002c8fa33788ac6028b6da7e60a4c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-21db-7bf1-898c-a9d085263b52"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"SEX\\\", SUM(CAST(\\\"page_id\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c16\\\"\\nGROUP BY \\\"SEX\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the Grouped Numeric Sum template with \\\"SEX\\\" as the grouping column and \\\"page_id\\\" as the measure. Because \\\"page_id\\\" is stored as TEXT in SQLite, it is cast to INTEGER before summation for reliable numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14551,"cached_input_tokens":12032,"output_tokens":613,"reasoning_output_tokens":500}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ccd7ccb75e3dc47c110c565e69badd84306db29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"SEX\", SUM(CAST(\"page_id\" AS INTEGER)) AS \"total_measure\"\nFROM \"c16\"\nGROUP BY \"SEX\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the Grouped Numeric Sum template with \"SEX\" as the grouping column and \"page_id\" as the measure. Because \"page_id\" is stored as TEXT in SQLite, it is cast to INTEGER before summation for reliable numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_feb83d4a830c5406/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c996c51aedc5758814eb7e67a7adc4c124bfe7cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8803, "bytes_utf8": 8803, "lines": 256, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14651, "cached_input_tokens": 12032, "output_tokens": 396, "reasoning_output_tokens": 272}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..24d1dc5826ece573dbd9058920d31182ee9db5c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/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": "c16", + "model": "v2-cli:codex", + "run_id": "v2q_c16_ff361e87a46f0b35", + "api_calls": 0, + "input_tokens": 14651, + "cached_input_tokens": 12032, + "output_tokens": 396, + "total_tokens": 15047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16645.57, + "sql_execution_elapsed_ms_total": 2.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5968c380f40512d8716f2caa38a2b308b5f505b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/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": "2026-05-19T15:41:15.016871+00:00", + "ended_at": "2026-05-19T15:41:31.662478+00:00", + "elapsed_ms": 16645.57, + "prompt_metrics": { + "chars": 8803, + "bytes_utf8": 8803, + "lines": 256, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1419, + "bytes_utf8": 1419, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 390, + "bytes_utf8": 390, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14651, + "cached_input_tokens": 12032, + "output_tokens": 396, + "reasoning_output_tokens": 272 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f421658b826e3c83ffd8bfcd9929277a3ba5efe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,256 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c16 +- dataset_name: Fivethirtyeight Comic Characters Dataset +- table_name: c16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 12 feature columns and target `EYE`. +- task_type: classification +- target_column: EYE +- main_row_count: 6896 +- important_fields: +- page_id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for page id. +- name: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for name. +- urlslug: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for urlslug. +- ID: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'missingness_candidate'] desc=Identifier-like field for ID. +- ALIGN: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIGN. +- EYE: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate', 'missingness_candidate'] desc=Target field for EYE. +- HAIR: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for HAIR. +- SEX: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for SEX. +- GSM: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for GSM. +- ALIVE: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ALIVE. +- APPEARANCES: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for APPEARANCES. +- FIRST APPEARANCE: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for FIRST APPEARANCE. +- YEAR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for YEAR. +- useful_field_combinations: [['ALIGN', 'EYE', 'EYE'], ['ALIGN', 'APPEARANCES', 'EYE'], ['ALIGN', 'ALIGN', 'EYE']] +- fields_requiring_caution: ['EYE', 'APPEARANCES', 'FIRST APPEARANCE', 'ID', 'ALIGN'] +- source_url: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-comic-characters-dataset + +SQLite schema snapshot: +{ + "table_name": "c16", + "quoted_table_name": "\"c16\"", + "row_count": 6896, + "columns": [ + { + "name": "page_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "name", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "urlslug", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIGN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "EYE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "HAIR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SEX", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GSM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALIVE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APPEARANCES", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "FIRST APPEARANCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "YEAR", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "page_id": "1422", + "name": "Batman (Bruce Wayne)", + "urlslug": "\\/wiki\\/Batman_(Bruce_Wayne)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "3093", + "FIRST APPEARANCE": "1939, May", + "YEAR": "1939" + }, + { + "page_id": "23387", + "name": "Superman (Clark Kent)", + "urlslug": "\\/wiki\\/Superman_(Clark_Kent)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "2496", + "FIRST APPEARANCE": "1986, October", + "YEAR": "1986" + }, + { + "page_id": "1458", + "name": "Green Lantern (Hal Jordan)", + "urlslug": "\\/wiki\\/Green_Lantern_(Hal_Jordan)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "Brown Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1565", + "FIRST APPEARANCE": "1959, October", + "YEAR": "1959" + }, + { + "page_id": "1659", + "name": "James Gordon (New Earth)", + "urlslug": "\\/wiki\\/James_Gordon_(New_Earth)", + "ID": "Public Identity", + "ALIGN": "Good Characters", + "EYE": "Brown Eyes", + "HAIR": "White Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1316", + "FIRST APPEARANCE": "1987, February", + "YEAR": "1987" + }, + { + "page_id": "1576", + "name": "Richard Grayson (New Earth)", + "urlslug": "\\/wiki\\/Richard_Grayson_(New_Earth)", + "ID": "Secret Identity", + "ALIGN": "Good Characters", + "EYE": "Blue Eyes", + "HAIR": "Black Hair", + "SEX": "Male Characters", + "GSM": "", + "ALIVE": "Living Characters", + "APPEARANCES": "1237", + "FIRST APPEARANCE": "1940, April", + "YEAR": "1940" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c16", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=EYE, group_col_2=HAIR.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "EYE", + "group_col_2": "HAIR", + "predicate_col": "FIRST APPEARANCE", + "predicate_op": "=", + "predicate_value": "2010, December", + "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": 213203.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ac4e3ea5b538dc583b57a1b113362dabbd8dc36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40e5-fe9b-7af1-a7f4-be0cbc8bf2a7"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15286. Please try again in 458ms. 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 1995161, Requested 15286. Please try again in 313ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"EYE\\\", \\\"HAIR\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c16\\\"\\nWHERE \\\"FIRST APPEARANCE\\\" = '2010, December'\\nGROUP BY \\\"EYE\\\", \\\"HAIR\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group count template with group_col=EYE, group_col_2=HAIR, and predicate FIRST APPEARANCE = '2010, December'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14651,"cached_input_tokens":12032,"output_tokens":396,"reasoning_output_tokens":272}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0efe744f38392e76cc33ae81153ef5cad3184f01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"EYE\", \"HAIR\", COUNT(*) AS \"row_count\"\nFROM \"c16\"\nWHERE \"FIRST APPEARANCE\" = '2010, December'\nGROUP BY \"EYE\", \"HAIR\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned filtered two-dimensional group count template with group_col=EYE, group_col_2=HAIR, and predicate FIRST APPEARANCE = '2010, December'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c16/artifacts/v2q_c16_ff361e87a46f0b35/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391